{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Curves\n",
    "\n",
    "**Curves are one of the fundamental objects in `welly`.**\n",
    "\n",
    "`Well` objects include collections of `Curve` objects. Multiple `Well` objects can be stored in a `Project`.\n",
    "\n",
    "On this page, we take a closer look at the `Curve` object.\n",
    "\n",
    "\n",
    "Some preliminaries..."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'0.5.2.dev5+g2dc4e88.d20220224'"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "import welly\n",
    "welly.__version__"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Load a well from LAS\n",
    "\n",
    "Use the `from_las()` method to load a well by passing a filename as a `str`. \n",
    "\n",
    "This is really just a wrapper for `lasio` but instantiates a `Header`, `Curve`s, etc."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Only engine='normal' can read wrapped files\n"
     ]
    }
   ],
   "source": [
    "from welly import Well\n",
    "\n",
    "p129 = Well.from_las('https://geocomp.s3.amazonaws.com/data/P-129.LAS')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 3456x864 with 24 Axes>"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "p129.plot()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The curves are stored in the `data` attribute, which is an ordinary dictionary:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'CALI': Curve(mnemonic=CALI, units=in, start=1.0668, stop=1939.1376, step=0.1524, count=[12718]),\n",
       " 'HCAL': Curve(mnemonic=HCAL, units=in, start=1.0668, stop=1939.1376, step=0.1524, count=[2139]),\n",
       " 'PEF': Curve(mnemonic=PEF, units=, start=1.0668, stop=1939.1376, step=0.1524, count=[12718]),\n",
       " 'DT': Curve(mnemonic=DT, units=us/ft, start=1.0668, stop=1939.1376, step=0.1524, count=[10850]),\n",
       " 'DTS': Curve(mnemonic=DTS, units=us/ft, start=1.0668, stop=1939.1376, step=0.1524, count=[10850]),\n",
       " 'DPHI_SAN': Curve(mnemonic=DPHI_SAN, units=m3/m3, start=1.0668, stop=1939.1376, step=0.1524, count=[12718]),\n",
       " 'DPHI_LIM': Curve(mnemonic=DPHI_LIM, units=m3/m3, start=1.0668, stop=1939.1376, step=0.1524, count=[12718]),\n",
       " 'DPHI_DOL': Curve(mnemonic=DPHI_DOL, units=m3/m3, start=1.0668, stop=1939.1376, step=0.1524, count=[12718]),\n",
       " 'NPHI_SAN': Curve(mnemonic=NPHI_SAN, units=m3/m3, start=1.0668, stop=1939.1376, step=0.1524, count=[12718]),\n",
       " 'NPHI_LIM': Curve(mnemonic=NPHI_LIM, units=m3/m3, start=1.0668, stop=1939.1376, step=0.1524, count=[12718]),\n",
       " 'NPHI_DOL': Curve(mnemonic=NPHI_DOL, units=m3/m3, start=1.0668, stop=1939.1376, step=0.1524, count=[12718]),\n",
       " 'RLA5': Curve(mnemonic=RLA5, units=ohm.m, start=1.0668, stop=1939.1376, step=0.1524, count=[12718]),\n",
       " 'RLA3': Curve(mnemonic=RLA3, units=ohm.m, start=1.0668, stop=1939.1376, step=0.1524, count=[12718]),\n",
       " 'RLA4': Curve(mnemonic=RLA4, units=ohm.m, start=1.0668, stop=1939.1376, step=0.1524, count=[12718]),\n",
       " 'RLA1': Curve(mnemonic=RLA1, units=ohm.m, start=1.0668, stop=1939.1376, step=0.1524, count=[12718]),\n",
       " 'RLA2': Curve(mnemonic=RLA2, units=ohm.m, start=1.0668, stop=1939.1376, step=0.1524, count=[12718]),\n",
       " 'RXOZ': Curve(mnemonic=RXOZ, units=ohm.m, start=1.0668, stop=1939.1376, step=0.1524, count=[12718]),\n",
       " 'RXO_HRLT': Curve(mnemonic=RXO_HRLT, units=ohm.m, start=1.0668, stop=1939.1376, step=0.1524, count=[2139]),\n",
       " 'RT_HRLT': Curve(mnemonic=RT_HRLT, units=ohm.m, start=1.0668, stop=1939.1376, step=0.1524, count=[12718]),\n",
       " 'RM_HRLT': Curve(mnemonic=RM_HRLT, units=ohm.m, start=1.0668, stop=1939.1376, step=0.1524, count=[12718]),\n",
       " 'DRHO': Curve(mnemonic=DRHO, units=g/cm3, start=1.0668, stop=1939.1376, step=0.1524, count=[12718]),\n",
       " 'RHOB': Curve(mnemonic=RHOB, units=g/cm3, start=1.0668, stop=1939.1376, step=0.1524, count=[12707]),\n",
       " 'GR': Curve(mnemonic=GR, units=gAPI, start=1.0668, stop=1939.1376, step=0.1524, count=[12718]),\n",
       " 'SP': Curve(mnemonic=SP, units=mV, start=1.0668, stop=1939.1376, step=0.1524, count=[12718])}"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "p129.data"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's look at one log:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<table><tr><th style=\"text-align:center;\" colspan=\"2\">GR [gAPI]</th></tr><tr><td style=\"text-align:center;\" colspan=\"2\">1.0668 : 1939.1376 : 0.1524</td></tr><tr><td><strong>index_units</strong></td><td>m</td></tr><tr><td><strong>code</strong></td><td>None</td></tr><tr><td><strong>description</strong></td><td>Gamma-Ray</td></tr><tr><td><strong>log_type</strong></td><td>None</td></tr><tr><td><strong>api</strong></td><td>None</td></tr><tr><td><strong>date</strong></td><td>10-Oct-2007</td></tr><tr><td><strong>null</strong></td><td>-999.25</td></tr><tr><td><strong>run</strong></td><td>1</td></tr><tr><td><strong>service_company</strong></td><td>Schlumberger</td></tr><tr><td><strong>_alias</strong></td><td>GR</td></tr><tr><th style=\"border-top: 2px solid #000; text-align:center;\" colspan=\"2\"><strong>Stats</strong></th></tr><tr><td><strong>samples (NaNs)</strong></td><td>12718 (0)</td></tr><tr><td><strong><sub>min</sub> mean <sup>max</sup></strong></td><td><sub>3.89</sub> 78.986 <sup>267.94</sup></td></tr><tr><th style=\"border-top: 2px solid #000;\">Depth</th><th style=\"border-top: 2px solid #000;\">Value</th></tr><tr><td>1.0668</td><td>46.6987</td></tr><tr><td>1.2192</td><td>46.6987</td></tr><tr><td>1.3716</td><td>46.6987</td></tr><tr><td>⋮</td><td>⋮</td></tr><tr><td>1938.8328</td><td>92.2462</td></tr><tr><td>1938.9852</td><td>92.2462</td></tr><tr><td>1939.1376</td><td>92.2462</td></tr></table>"
      ],
      "text/plain": [
       "Curve(mnemonic=GR, units=gAPI, start=1.0668, stop=1939.1376, step=0.1524, count=[12718])"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "gr = p129.data['GR']\n",
    "\n",
    "gr"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The object knows some things about itself:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "('GR', 'gAPI', 1.0668, 1939.1376, 0.1524000000000001)"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "gr.mnemonic, gr.units, gr.start, gr.stop, gr.step"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Curves have various methods on them, such as `plot()`..."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:title={'center':'GR'}, xlabel='gAPI'>"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 144x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "gr.plot()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Often we just want to look at or deal with a portion of the curve, or maybe resample it:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:title={'center':'GR'}, xlabel='gAPI'>"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 144x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "gr.to_basis(start=1000, stop=1250, step=10.0).plot()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Interpolation and slicing\n",
    "\n",
    "We can read the curve at any depth (or depths) and get an interpolated reading:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[105.9837716184255, 103.79578067107755, 96.33845173590835]"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "gr.read_at([1200, 1300, 1400])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "There are no samples at those depths; the well is sampled at a 0.1524 m interval:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.1524000000000001"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "gr.step"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The actual depths of the samples are in the 'index':"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Float64Index([   1.0668,    1.2192,    1.3716,     1.524,    1.6764,    1.8288,\n",
       "                 1.9812,    2.1336,     2.286,    2.4384,\n",
       "              ...\n",
       "               1937.766, 1937.9184, 1938.0708, 1938.2232, 1938.3756,  1938.528,\n",
       "              1938.6804, 1938.8328, 1938.9852, 1939.1376],\n",
       "             dtype='float64', name='DEPT', length=12718)"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "gr.index"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "You can slice a curve by this index; in other words, **by depth**:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<table><tr><th style=\"text-align:center;\" colspan=\"2\">GR [gAPI]</th></tr><tr><td style=\"text-align:center;\" colspan=\"2\">1000.0488 : 1009.9548 : 0.1524</td></tr><tr><td><strong>index_units</strong></td><td>m</td></tr><tr><td><strong>code</strong></td><td>None</td></tr><tr><td><strong>description</strong></td><td>Gamma-Ray</td></tr><tr><td><strong>log_type</strong></td><td>None</td></tr><tr><td><strong>api</strong></td><td>None</td></tr><tr><td><strong>date</strong></td><td>10-Oct-2007</td></tr><tr><td><strong>null</strong></td><td>-999.25</td></tr><tr><td><strong>run</strong></td><td>1</td></tr><tr><td><strong>service_company</strong></td><td>Schlumberger</td></tr><tr><td><strong>_alias</strong></td><td>GR</td></tr><tr><th style=\"border-top: 2px solid #000; text-align:center;\" colspan=\"2\"><strong>Stats</strong></th></tr><tr><td><strong>samples (NaNs)</strong></td><td>66 (0)</td></tr><tr><td><strong><sub>min</sub> mean <sup>max</sup></strong></td><td><sub>74.87</sub> 109.108 <sup>134.61</sup></td></tr><tr><th style=\"border-top: 2px solid #000;\">Depth</th><th style=\"border-top: 2px solid #000;\">Value</th></tr><tr><td>1000.0488</td><td>111.2134</td></tr><tr><td>1000.2012</td><td>110.6463</td></tr><tr><td>1000.3536</td><td>102.9604</td></tr><tr><td>⋮</td><td>⋮</td></tr><tr><td>1009.6500</td><td>116.1571</td></tr><tr><td>1009.8024</td><td>121.8580</td></tr><tr><td>1009.9548</td><td>126.4625</td></tr></table>"
      ],
      "text/plain": [
       "Curve(mnemonic=GR, units=gAPI, start=1000.0488, stop=1009.9548, step=0.1524, count=[66])"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "gr[1000:1010]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "You can get a statistical description of a curve:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>GR</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>count</th>\n",
       "      <td>12718.0000000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mean</th>\n",
       "      <td>78.9863535888</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>std</th>\n",
       "      <td>37.0719153332</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>min</th>\n",
       "      <td>3.8940699100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25%</th>\n",
       "      <td>51.3325605393</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50%</th>\n",
       "      <td>76.5569686890</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75%</th>\n",
       "      <td>109.8330020900</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>max</th>\n",
       "      <td>267.9404296900</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                     GR\n",
       "count  12718.0000000000\n",
       "mean      78.9863535888\n",
       "std       37.0719153332\n",
       "min        3.8940699100\n",
       "25%       51.3325605393\n",
       "50%       76.5569686890\n",
       "75%      109.8330020900\n",
       "max      267.9404296900"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "gr.describe()  # Equivalent to get_stats()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Mathematics"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "GR    78.9863535888\n",
       "dtype: float64"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "gr.mean()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Mathematical operations results in another Curve object, but the values are transformed:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<table><tr><th style=\"text-align:center;\" colspan=\"2\">RHOB [g/cm3]</th></tr><tr><td style=\"text-align:center;\" colspan=\"2\">1.0668 : 1939.1376 : 0.1524</td></tr><tr><td><strong>index_units</strong></td><td>m</td></tr><tr><td><strong>code</strong></td><td>None</td></tr><tr><td><strong>description</strong></td><td>Bulk Density</td></tr><tr><td><strong>log_type</strong></td><td>None</td></tr><tr><td><strong>api</strong></td><td>None</td></tr><tr><td><strong>date</strong></td><td>10-Oct-2007</td></tr><tr><td><strong>null</strong></td><td>-999.25</td></tr><tr><td><strong>run</strong></td><td>1</td></tr><tr><td><strong>service_company</strong></td><td>Schlumberger</td></tr><tr><td><strong>_alias</strong></td><td>RHOB</td></tr><tr><th style=\"border-top: 2px solid #000; text-align:center;\" colspan=\"2\"><strong>Stats</strong></th></tr><tr><td><strong>samples (NaNs)</strong></td><td>12718 (11)</td></tr><tr><td><strong><sub>min</sub> mean <sup>max</sup></strong></td><td><sub>1173.95</sub> 2613.912 <sup>4628.80</sup></td></tr><tr><th style=\"border-top: 2px solid #000;\">Depth</th><th style=\"border-top: 2px solid #000;\">Value</th></tr><tr><td>1.0668</td><td>2390.1498</td></tr><tr><td>1.2192</td><td>2390.1498</td></tr><tr><td>1.3716</td><td>2390.1498</td></tr><tr><td>⋮</td><td>⋮</td></tr><tr><td>1938.8328</td><td>nan</td></tr><tr><td>1938.9852</td><td>nan</td></tr><tr><td>1939.1376</td><td>nan</td></tr></table>"
      ],
      "text/plain": [
       "Curve(mnemonic=RHOB, units=g/cm3, start=1.0668, stop=1939.1376, step=0.1524, count=[12707])"
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "1000 * p129.data['RHOB']"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Beware, for the time being, units are not transformed by mathematical operations!**"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Plotting"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:title={'center':'GR'}, xlabel='gAPI'>"
      ]
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 144x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "gr.plot(c='r', lw=0.5)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "There's also a pseudocolor 2D ribbon plot:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:>"
      ]
     },
     "execution_count": 34,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 144x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "gr.plot_2d()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "You can optionally show the curve trace as well with `curve=True`:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(0.0, 200.0)"
      ]
     },
     "execution_count": 35,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 144x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "gr.plot_2d(cmap='viridis_r', curve=True, lw=0.3, edgecolor='k')\n",
    "plt.xlim(0,200)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Despike\n",
    "\n",
    "You can despike with a window length for the trend and a Z-score to clip at — the curve is compared to the median *in the window* using the standard deviation *from the entire curve*. Here's the difference:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x864 with 3 Axes>"
      ]
     },
     "execution_count": 38,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "p129.data['DESP'] = gr.despike(z=1)\n",
    "p129.data['DIFF'] = gr - p129.data['DESP']\n",
    "p129.plot(tracks=['GR', 'DESP', 'DIFF'])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Blocking\n",
    "\n",
    "We can block a curve. Let's look at a small segment:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {},
   "outputs": [],
   "source": [
    "segment = gr.to_basis(start=600, stop=680)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can create a binary log (0's and 1's) with a simple cutoff:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 0, '')"
      ]
     },
     "execution_count": 41,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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BRuA2ETkReBa4VlVbQ2WuAOJOyedifxBxGoK8JETkSuBKgPnz5w9e8sEgAhMmoBMmoLNmJfIDx2HS2gqHDyOtrZYOHYIDB5BQijQ1Ia+8QmTbNiL79vVpouz+++k85ZSRvQ8n14z9vu04GchGuZcCy4FrVHWNiKwCrgO+DCAiXwR6gNsH07CqrgZWA9TX12tdNr5Yuruz9+AY3s90PlvHYRMn2nTMlClwyimJ/Xh605uoqK+nIrQiNqv7GQEqmppGrP183dMIkpe+3RONAVBZUVEwz7RQ5IDCkaVQ5IChyZKNcm8AGlR1TXB8N/YHgIisBC4CzlFVDc7vAMLDlXlB3tA4dAhOOMECRw+W8vLEXPmkScmOwzI5DKutTTgZmzLFristDhc8Th/y27cdZwQZUGup6m4R2S4iS1V1E3AOsEFE3gZ8DvgrVW0LXXIfcIeIfAv76LQYeGrIEjY1DU2xA3R1wZ49luKUlloqK+u7319eSUkiRSLJx6FUGYvZfkVFxjID1ZF1mXTny8ttGuq114ZeR2pqa7NtT49ti8RnT7779ubGVu5/fmfv4xQEERDCjziRByAiSeftnBXIWCalDiSR1xa47qip7klpJ9F2cEnGegldE84LH2dTb2trOwC13aV96w3KZKqX1LZJfw3CgGU6uu37eHl3tO89pbumQP8esh2SXgPcHlgTbAUuB54GKoA/BDf3pKp+XFXXi8hdwAbsJ+1Vw7ImWLTI5sbBbNcPH7bU3JzYtraa4unuTt7mMi8atZdFNGpRl6LRtKm0u9vk7adMUh29g8Ic8ZGP2PaWW3JWZZ8fhCLpXxDpXpzDPU49V11tv6jC1kuTJ9s6h6H5zB/1vh0RobaylN9vbOL3G5uGIrNToCRezulfLJB4eff30gi/rM89ZhrfunTw3/OyUu6qug6oT8nOGBdOVa8Hrh+0NANRUWFp2rScV50rWoKv21nPkan2r/yzeUGEU1eX5b/vfUOvI+V8R2srRKNUlpX1X0f8pZj6ckx33NWVeCmHz7e0wIED0N4+uAf/9rfDffcN8n8rP307EhF+8/F69rd1U11djWLdQNGgjb7HSVs0OA/xGSPtPR+qo7eu5DLxelFoabVvxxMmVGesl7Sy9T6PfttOlZdw3Sn1trW3owpVVVW99ZKmjkz1kiRLsmzp2s5Ub0dHBwpUVFQk6kmqI4u2+9xzcK+pzy5DvXEe3rib5xuGZjHjk8n5RiQxKs0FW7fa9qijclMf0BW8sCqzeWH19Ng02M6dlnbtMmUd/8UVTj09Fj0rNW8ofPrTQ7suT0yaUMakCWXU1aUNzDhqNDfbr51C+HjYPNiBUZHLAbBjfwtbm9oGLpgGV+5Objn+eNi0qW9+aal9rI6n+Mfr2bOT8zOlePl48rCFjtMvrtyd3PLGN6ZX7kuWQH09nHgifPKTUFk5+rI5zjjClbuTW2691dxAHDwIL79sbiDuvx+eeAI2bLAyr3sdnHtuXsV0nGLHlbuTe0Rg7dr0Cvzaa+Gcc0ZfJscZZ7hyd7JD1ezd29stdXT03Q/n/fzn6es5/viisZN3nELGlft4paUFVq+26ZPWVrNoaW5Ods3Q2gotLdTG94dikx+3he/qsuMlS3J6G47jpMeV+3jl2mttfjwLBIhNnYosWADz5sHcuebueO5cC2k4YYJ9IK2qshTfr6x0P/mOkydcuY9Xvv51mD7dTAorK23Uvn9/+tTaap4w9+2D557rW9evfgVvecuo34LjOJlx5T5emTYNbrwxq6LNjY3IwYPUNjYm+8mPc+utZg1TXW2j+PA27ogtHPVqwgSfd3ecEcaVuzMwFRXozJmweLF9LH3HO2zlaWenfWR99FF44IHEvPpAlJQkFH5Y8Yf3p0+HY46xUIkLF/rLwHEGiSt3Z3BUVsKDD6Y/19Njyr6tzT7ABkFQCCJf9aZ0xzt2mB18PC/shmDmTDj7bFP2ixfDZZe5snecAXDl7uSO0lIbfffnk6OnZ2Blf+gQbNsGa9aY6+I9e+DOOxN11NXBRReN/P04zhjGlbuTG7q6YONGm57ZvDm9wj50yEb1A1FenpieWb48EQlrzhw49li48MKRvx/HGeO4cneGx7XXwne+k5w3e3byB9T585OPU+fXU/Pc74zjDBtX7k7uqa+3+fZVq2xFquM4o44rd2d4rFpl6cUX4fTTzfzx/vvt3AknwJe+ZJYv6VJZWX5ld5wixpW7kxuOOcZcGYDZvF90kZk83nCDRWpKx6RJpuSnTrU0bZptq6rgbW+DN71ptKR3nKIjK+UuIpOAW4DjsahQVwAXAiuAGLAXWKmqO8WCTq4KzrcF+WtzL7pTsLzhDbaaFSz83v790NiYOe3bZ+6Bf/ObRB2PPAL/8z8jLqr3badYydbpxyrgAVU9BjgR2Ah8Q1Vfp6onAb8G/m9Q9gIsKvxi4Erg+zmV2BlbxIOFx+OsdnfbCH/7drNrf/55ePppm9aJc8EFcPvtoyWh922nKBlw5C4iE4GzgJUAqtoFpC5FrCYR53UF8GO1SLRPisgkEZmtqrsytRGNRnvjFo518n0fnZ2dOZejuamJSHOzRWhva0Pa26G1FQkWLEmQaG1FWlqQhgYi27YReeUVpKkJSeNNMjZjBrGFC9GlS9GzziI2YwY6axbRE04gdtJJQcMj+yzz2bfz3U/iFIocUDiyFIocAN3d3URjQ9OP2UzLHAk0AreJyInAs8C1qtoqItcDHwQOAWcH5ecC20PXNwR5SX8AInIlNvph/vz5gxbcGSI9Pci+fUhjo6WmJiLx/b177dzBg5YOHUIOHqQuG9v0AC0pQefOJbZwIT0XXIDOnk1s+nR02jRL06cTmzfPYqLmH+/bTtGSjXIvBZYD16jqGhFZBVwHfFlVvwh8UUQ+D1wN/GO2DavqamA1QH19vRZCpPFckpf76eykYudO2L2bultvtbnscGpstPnvdH7Zy8rMfe/06TB5si0WmjwZJk2io6oKnTSJqunTzRom7Bgs5VgqKhCRrOf78kze+nZ3NEZHdwzKq7KoD1DQ4AeEqv2UUNXenxQaPx9kaChPk/I06b//cLQMBaLdJRnrpU8dKbKktEO6MkG94TpS621psSuqu7r7tINmaDul3j7PqZ+2k+tIXNfW1omqUlmVcHGR/p4HaLu3rcTz0cRDTbSbetzbprLzcA8lkZIh6ZNslHsD0KCqa4Lju7E/gDC3A7/F/gB2AOHhyrwgzxlpXvc6OOss27/llkT+8uVmbz59uinwGTPMX0t8f8YMs1zJ4K+lK/hJWFVkL2Dy2LdP+fpjQ7nMcbJmQOWuqrtFZLuILFXVTcA5wAYRWayqm4NiK4D4F7H7gKtF5E7gNOBQf3OSTg654QZb/p/K3LmZw96NY/LVtzU8xHWcATh21tCmMLO1c78GuF1EyoGtwOXALSKyFDMXexX4eFD2t5ip2BbMXOzyIUnmDJ53v9tszA8dSuSdfjr827/lT6bCZ9T7tipUlkVsWsZxBqCqbGiTnFkpd1VdB9SnZL87Q1kFrhqSNM7wWbnSzAwjEbjtNnjySZs/P+YYOOqozKtFp0+3RUTjbNVoPvp2JCI8fM1pHGrvprqmZlDzwparvfO+4eOEnClzvCTm0RPl7HxLaysAEyZUZ5zDT83rM4efqDL5fJZz7fF629vaUaCyqirp101O57uDAknnQ8cKdHR0AFBRUZGxjvTfGfovE59v7/95Jn9neOAvuzjUHnJ/PQh8hWqxMWECLF0KN98M119vrgD+8hdYv97syuOLhjJNDcRXjYZSRV0d0eOOsxeHx0PNCbWVpdRWllJXV51XOZqbTQUUgkFD3Nwv37IUihwAW/c2s7Upe2u1MK7ci5lp0+DyNDMH2awabWyErVthzRrKm5qQnh747GctNN+VV47+vTiOMyhcuY9HSkoSI/MsOHzwIKX33suElSvhYx+Db38bjjwS5s2zj7WzZ9uIPzV0Xl2dmUn6aN9xRh1X7s7ARCL0vPOdcPLJNs3z1FM2r//MM7B3b3Z1lJRYpKZgBW0vN9/svwQcZwRw5e4kaGmBZ5+F3bstEHZ7O7S1UX7woLkXiMUsb+JEi5Y0Z475iXnlFbsmGs1cdzSa/vxPfuLK3XFGAFfujvG1r8E//mPaU5WAlpTYx9qqqr7bZcssQEdVVXJ+uv3p020B1axZ9k2g1Lug44wE/pc1Xmhuhpdesg+l6QJT/+xnfa/55CfhX/6F5u5uKCsrCOsBx3Gyw5V7sRGNwkMPwTe+kZhaCS9qSiUSSXwAPe00WLzY0pvfDGeeaS4JCshLnuM42eHKvdjYtw/WroVt29Kfv/lmW7U6daop9OrqjD5lHMcZu7hyLzZmzICrr7ZFS0880ff8xz5mJozHHZc8d566Hz+uq7PISoXhotdxnCxx5V6M1NbC44/bfnu7LViKp+3b4a67zIRx505oa+u1iqGtDbpSY1VAHdDxhS/YilfHccYErtyLnaoqW2g0d24i7wMfyFw+Gk0o+3e9Cx4z17SVN9wAO3bAP/2TLVpyKxfHKWh86aCTTEmJTcHMmAHf+x6cfjo9b3iDnfvRj2DBAnMuJuLeJh2ngPHhl9OXRx+1YB9NTdDTQyTTKtSFC0dXLsdxssaV+3hH1Uwdd++29M1vwq9/befq62HaNHoWLUJOPpmy88+HT3wiv/I6jpMVrtzHC5s3w3332Xb3btizJ6HQA//VvZx3nk3JLFoEQEdg517mi5gcZ8zgyr1YaWqyYB0HD5qDrwcftPzp023p/6xZtlgpvh9Ps2dbYA+3fXecMY0r92LlH/4Bbr01Oe/yy+GMM+yj6IIFMH++2bM7jlN0ZKXcRWQScAtwPBYN6gpVfSI49xngm8B0VW0SEQFWYbEm24CVqrp2BGQfH6hCd3d2qbPTzBi7u+GUU+CXv4QDBxJ13XabpTCNjebAa5ySr76953AnjYe7mHAoljEEXlI4tuGEwMsYng/a2tpQVaomtCWFwBuoXtKczzr8XoZ629vbQaGyan+Ge87cdmq98fPEZemnTGr4u46OThQoLy9Pew0hWbJpu7977hNOMaWO9bsOU1VWwlDIduS+CnhAVS8OAglPABCR+cB5wGuhshcAi4N0GvD9YDt6RKPZK8RsUk9P1mUrW1utPOSm7f7c6KbjIx+x7S23JOdHImbCGPanfvXVMHny0J9zcTDqfTsWU1bc/CxtXYP8v3VGFBEQLNmxBHnSmym95ST5mmAaU4J/kvLSlJGgoAxQryqcdsSkId3PgMpdRCYCZwErAVS1C4gvY7wJ+Bxwb+iSFcCPg2DCT4rIJBGZraq7MrURjUZ74xZmpL2diptuQvbsQZqb4fBhJJyam23hTXc3kik+aI7RkhJTmGVlaGkplJURCfKi5eV2LsjXoBzl5Wh1dd9zwX7vcZq605YN71dU0F1Xh5aW0vKJT6BVVWjclUB5efp59CBAcn8M+H8zRslX3+6JKW1dUc5fOpl3nDgnRXFI6I8/WdEkyiTyCZVPUkqhi8P1Ei4rQltrCwA1NTVJCijcVp86sqg3VdaketPIKkBLy2EAamtrc1dvqMune7aS5m+ikGKoxmUZyt9gNiP3I4FG4DYRORF4FrgWOBfYoarPpzygucD20HFDkJf0ByAiVwJXAsyfP39AIcruuYeKr3897bno8uX0nHsuWltryrM/BdjPuT5l+zlHaWna8HH57hixHTtsG16R6mQir317/qQKzjx6yvDvYhg0N8cAqKvLv++gslgZAHXV5XmWpDjIRrmXAsuBa1R1jYisAr6CjXjOG2rDqroaWA1QX1+vAyrDD33IphQee8ycYr32mo3UgZK1aylZv95c1l5yifkhz3Pcznwp94qmphFrvxBGMjkmL327J2oKtbKiomCeaaHIAYUjS6HIAUOTJRsN2AA0qOqa4Phu7A/iSOB5EXkFmAesFZFZwA4gPFyZF+QNj+pq+Lu/g7vvho0bLSTcvn0WFu7HP7b54/374ZprzKTvkkvMrrulZdhNO0VLYfRtxxkBBlTuqrob2C4iS4Osc4C1qjpDVY9Q1SOwP5LlQdn7gA+KcTpwqL85ySEjAlOmwPLl8Dd/Yysr//xni8l53nk2wl+xwnyWn3662Xo7ToiC7duOkwOytZa5Brg9sCbYClzeT9nfYqZiWzBzsf7K5hYR83j4gQ+YpclDD8H//A/8y7/A618PX/wiXHedeUosGZp5kVN0jI2+7TiDJCvlrqrrgPp+zh8R2lfgquEKNmzKyuCCCyzdd5/N019/fcIneUWFTfWEg1OEj/s7Fw5mUVUFlZW9W+nutv1YzLaZrFScgmBM9m3HyYLxsUL1V7+C//3fRECKeGpt7bvf0mJ+V1Lzu7uzaqo2NUPElH9lpa0IPe88WLrUoiHNnw9z5tjUUZ4/ADuOU1yMD+V+9NGWhkN3d98XQ0eHpfb23m37gQPQ3k6VSJ9zrF8P3/52YpFTnEjEFhNNnmzfEaZMgUmT7NdCplRTY9vJky0e6rRp7kpgjLHjUAdrtu5Ls9glXkL62HOnW+yStI1fk3pMuFwir6WlDRGhtqukzzWErulrd55cL5J8XXob+MQF6e6rrSuKCJR3JxZ3DbRgKC6b05fxodxzQVmZjbAnTuy3WHdg516VyXSpu9vC223fbmnXLnMREA6F19QEW7bYCySeslmpWlFhZqDV1fDyy/YL4dxz4Y1v9KmhAkJEqCyL8Mvn9/DL5/fkW5yiYqCXYWL1aPww9eUngPYumup9SfW7QKrvCzTdi47QNZnKJL8sQWMx3rxkKv93xYmDfhau3EebsjILcjGYQBeqFts0rOxbW20K6cABMwltarLt/Plw+LDFUL3zTvjKV6wOEdiwwTw+OnmlJCL8/MPL2dPcyYQJEzL6Own7JSH1fJoyffyUDFAvQFtbOwpUVVVmrLdP271thfzKkMjsbbePX5XgGg3XldhvD1xPV1RUJvlgiV/Tb9tBJZnOh/NIkSW1TGdXJ6oh3zJZ1Esf/zrpffT0aTup3kRePOPpV/bxyOb9DAVX7mMBERuVV1TYlE1/bN1q2y98wX4VzJljx6o2gv/Hf7QXS01NItXWJvb9A/CosHBKFQunVOV9oUy+V1SHKRRZCkUOgI/+cA1bm9qGdK0r92Jm9mz46U9tBN/WBi+8AH/7t4Oupvq442i77z4ogM7uOE52uHIvdi691NLmzfDcc6bgX3jBRvjbtmW1grdk/XoiL74IRx01CgI7jpMLXLkXCx0d9jG2sdEsc55/3o5374ZNm2zlbpz46t758y0y0/TpMGNGxv3m0lJzlObkjJgq0ZjS2RMN+f4Otn3ma1P8vevAZcLzu/3Ve/hwBwrU9pQm+2bP1HY//t5T2yFNmUD8tPW2tLSiQHV1TwZ/7qlz1pnr7fOcMpRJ58PefNxDZVVL0jXp7me4PuxJvceU49f2tzNU/C92rNDUZKaUe/cm0p49ZlXz4osQeINM68993jw49lh473stwPWUKYNT1kXq8jdfxGLKRd9/hoaDHQMXdsY9b1o0eUjXuXLPFz09CYuXdGnfPvsgGk+PPJLse13E7NsXLTJzx6OPthH3vHm2Mvaqq0yJu/17wRFTpeFgB6cfMYkzl85Ma5aX2eY8vU/yTD7eU+sNTvfanHcGFipVVVXJ10g2bWe2oU+SLU296XzCt7fbh8PqCdXZ2dBn2Xbm+0mpNzhuDXzc19bUDL3efspIf/eUcs3hlsNUl49sJKbiRtXMBw8eTF50FF+kNIjjqsOH7binJ3PZtjbbDkQkAjNn2ofRd73LHKTNnm1KfOrU9P5x4tYyPj9e8NQvmMhVZw9zcd0wKSTLkEKRpblZAzn6rDcfdaRn6Cq6OJR7NJqYb25qsv3Dh20EfPhw39TcnFg4dOCAKfXBhrOLE/IrQ2UlkfJy26+utu2kSQn3A+GyYfPDdGnyZFPi7uDMcZwhMHaU+y9+Yb7b4wo8vN2/n6QvOKlEIgl77tpaM+mbPNlGt/Fl/5MnmyKeMKGPwk7aDx+nsQlvLZDRh+M445uxodybm+Hd7+6bf8wxcMYZsGQJLFiQsPCYPDmhyGtrTWH7whzHccYRY0O519bCN74B//Ef8MoriSmUF1+0BLasP+54a+LExPRG3MlWakqXH87zF4LjOGOYsaHcReCzn7XU02OOt1591UwBDxxInj/fvx8OHTLLksZGm3ePW6WErU2ypawMLrsMbr7ZpmIcx3HGAGNDuYcpLbUpmAUL+i/X3p7wvLh7t5kWNjZCQ4O9GF57zV4OA63Q7O62GK1f/7rFZnUcxxkDjD3lPhBr18Ipp2Q+P2mSmRFOmWIOtOIRlsK+0sPH06bB+efbVI3jOM4YISvlLiKTgFuA47FVs1cA5wMfBRqDYl9Q1d8G5T8PfBiIAp9S1d/nVux+mD07sb9smX1wra83RT53rlnKxMPkVVZ6BKRxzpjq244zCLIdua8CHlDVi4NAwhOwP4CbVPWb4YIisgy4FDgOmAM8JCJLVHWIhuSDZPZs+NSn4DvfMf/lGzbAf/5n5vJVVX1jolZUmJlj3M1u6nE/+2WxmO1PnJi+zEB1+Ufc0Wbs9G3HGQQDKncRmQicBawEUNUuoKuf0FYrgDtVtRPYJiJbgFOBJ3IhcFasWmWppcXm3Hfs6Bs/NVNqb4fOTguO0d5uC5zix52dffdTQuZVDVf2iorEiyb80km3P2WK+WuPp2OPHW7r44ox2bcdJ0uyGbkfif08vU1ETgSeBa4Nzl0tIh8EngE+o6oHgLnAk6HrG4K8jESj0d6lxzln7lxLI0Us1qvspbubln37oLOT2ooKy+vqSpyPvxS6uhL73d1I8KKQrq5eFwXS1oYEbgskeOlIEJ9V2tuhrQ05cAAJrazVqiqi3/gG0WXLaK6qsm8GOWDE/m/yT176dk/MFtxt3HWIe57amuJPJDkmaLqwcSHXLGl9zZBSPpPfGQFa29oQoKa6Oa2/l7AMpKkzSdYUOdKFjetPrtaWFgSore1IvodMcvXzLNLdb7iO/p7v4cPNCEJ3NJa2ztGM2Tqcv71slHspsBy4RlXXiMgq4Drgu8A/YfOU/wT8P2y+MitE5ErgSoD58+cPUuwCIhLpXbmqQDQIzRUbjRWqsRjS1ITs2kVk505Kf/MbIs8/T8m6ddTdcguxefOIzZ2LzplDbO5cut/3PmLHHTfyco0d8tK3IwI15REe3nyQhzcfHO49OHkim5cyhF5IA72U071QVTlr0UT+ecXg/26zUe4NQIOqrgmO7wauU9XeyL4i8p/Ar4PDHUC4R88L8pJQ1dXAaoD6+nottuX6o3I/sZj1gvJym+OfMwfZvdtMPWfMINLQQKShobd4RUsL3HbbkJsrtv8j8ti3v3fpCazfdZiKikpiQRzPWMjHueUl/IzHVIkFJ8PHMU34OI/FLC/hazxRptefuGpvewp0dnWhCqWlpUG9iTrDcsVCfs/jx70+zFPK9skP6kUT8sViQTskru2Jmm97iUR6ZY+XDZcLyxML3Wfq80qVp7cM/XsryZZkn/D9VTq8xtbv6RjS396Ayl1Vd4vIdhFZqqqbgHOADSIyW1V3BcXeCfwl2L8PuENEvoV9dFoMPDVoyRxjzRr41a9s7n/nTvt+0NRkC7UOHerboeL+3PfutW1VlSn+mTPhox8dTckLnnz17WhMufKOF+joieXgLpw46UbLYffEJZFUN7upboPjI2dNHPdxLZxcL33qSF8voWsylYmP7uMbEUFjMf5q8QBxkzOQrbXMNcDtgTXBVuBy4DsichL2JF4BPgagqutF5C5gA9ADXOXWBAMQi5nP9m3bzGVvOD32mJWpqoLFi+3D6bJlZq8/aZIp7vA2bu1zww2WF0wTORkZ9b6tqnT0xHjniTO59LQjk/74E4ojNS91rjq9wujdTz0OlQ0rpNZg1Xbcd3m6eiF1Pju53oRCyqwIJaS1MpU5fPgwABODUepASjjuNz3XFIrrYRj5OXdUdR1Qn5L9N/2Uvx64fshSFSuqNurevBn+/Gf4058sHN62bfZxNY6IhcA76ih45zvNVv/Tnw7/dWYm7s99+vQRuYViI599e+7ESk47amouqhoyzRX266GuLjcf34dDT5m5t64sczfXuaD4VqgWKvv3wwkn2NRKnDlz4LTT4KKLTJHH08KFPuJ2HGdYuHIfDqpmS79/f28qbWjoNVlk375EEJHnnkso9p//HE4+2RS5L1pyHGcEcOWuaouXDh5Mn+KeJuOKOjWlLGJKilYaX2g0ZQq8/vXmo+b88803vSt1x3FGkLGl3KNRU7j799s27sY3nAab19Y2sF1UbW1CSU+ZYtMr4eNQaikvRydPpnbBAvu46TiOkwcKW7k/+6w5/RosIongG/EUD7M3a1biOHwubn2SLg1i/jsW/7rtit1xnDxS2Mr9N78ZuExlpVmWLFhgc9innGI+Vs4806c+HMcZtxS2cv/Sl+CSS2y+Oz7nHd9vaoKf/MR8sWzebOnhhxMeIL/7XbjqqvzK7ziOkycKW7lHIpk9HW7YALfckpx39NE2ep81C973vpGXz3Ecp0ApbOXeH8uWwb/9G/zwh7Bliy3F37IFXn7ZPm4+9ZQt5Jk+3Y7r6tKniROTj2tqPICH4zhjnrGr3AGuvtpSLAYvvghPPmlOsxobE+nFF82csbk5+wDZtbUJZT9/Ppx4IhxzTGKZf2qqqBjR23QcxxksY1u5x4lEbCS/bFn/5aJROHzYFH04HTrUNy+ev3WrBf7o6spcbzzyUl0d1TU1aF2dxWmN/yqoqICyMkvl5cnbTPtDOV/iy7bHEgfbu3mlqbWPD5U4cd8pqQ6wkv2VpzrDSvF5HvfrkuSDJlGmrctc45R1Rfu2PZB/GzdYKGiKQ7lnS0lJwrxxMHR3Q0NDwhNjaoq/CA4dIrZvH9LcDC+9lDjX1WV1REfBf9rHPmb3+dOf5uzlUaFq+zU1/V9fXm6mpam/bCZMcMulECJCaUT4r6d38l9P7xz4gjHAQA7OEsE64ofpPCdqch0j7JExIWdyUBGNxRAgUlKSdB/JL7+UF2hah2qpz2LwzycajXLmoslc/dYBBq5pGF/KfaiUlcGRR2ZVtL0/j3KxmCn5eIor/fB+urxs9uPbI46wl0hJSXbXtbUN2EZ5fD/uWHuwlJSkn85Kl+LfQVJTTU3RvCBKIsIP3n8COw91UllVGfhZD/sHN5/j8Yxe/+y95/vmkeKnPOy3PFwv4TIo7R2dqCqVlZVJ9RK6JlPbvSKmtp1BXkLXpKu3s6sTVSgP1pX0PocM96whH/OZZMvYdlK9yXndXd0o5uO+v3rpk5e+XpLyBpA3Fsgb5G/e20JTS5cr94InEkkEwx4p4l4hc+i7/XD8hVVdPfALpqUl8y+ccHr11eTjgV4ckUiy4q+utrZWrjSPmWOMk+dP5OT5+XcrW4jubfMtS6HIAfDRH65ha1PbkK515e5kT0mJpcrK3Narah+7Dxyw9Qp/+QusXw8bN8Irr1iQ81gs4e8nzOrVY1K5O85I48rdyT+HD5ubic2b05+vqYHJkxNpyhRYssQ+oP/VX42urI4zRnDl7gydnh6bs09NcYds2aYXXrD1CWHWroW5c02Zl5Xl5/4cZwzjyt0ZEHn5ZWrOPtvmxodLeblZz4TT9Ok2Eq+ttY/BX/oSnHTS8NtynHGMK3dnQEoffxwZrGKfPdtG3qlp2jRz7jZr1sgI6zgOkKVyF5FJwC3A8ZjFzhWq+oSIXANcBUSB36jq54Lynwc+HOR/SlV/PwKyO6NE99/8Dd3vfS91sZh99IwHMRko7d0LmzbZnHqYykqLCxtfeHbssbadNm3UzR29bzvFSrYj91XAA6p6cRAlfoKInA2sAE5U1U4RmQEgIsuAS4HjgDnAQyKyZChR4p0CorzcTBFnzBj8tT09iRdCYyPccQc8/TTcdpuZM4bbmDo1OU2Z0tf/TzgtW2bboeN92ylKBlTuIjIROAtYCaCqXUCXiHwCuFFVO4P8vcElK4A7g/xtIrIFOBV4IlMb0Wi017Z0rJPv++js7My5HDmpq7wcZs60dMMNlqeK7NhB5MUXKdm0Cdm9GzlwwNL+/ciGDbZ/+DDSltnWN3rCCXRfeildV101qJF/Pvt2vvtJnEKRAwpHlkKRA6C7u5tobGj6MZuR+5FAI3CbiJwIPAtcCywBzhSR64EO4LOq+jQwF3gydH1DkJeEiFwJXAkwf/78QQvuFAEi6Lx5ROfNI3ruucnnOjqI7NiBNDUh+/Yhe/YQefVVSp57jtI//SmpaMkLL1Dywgt0v/vd6OzZg5HA+7ZTtGSj3EuB5cA1qrpGRFYB1wX5U4DTgdcDd4nIUdk2rKqrgdUA9fX1WgirwXJJvu6noqlpxNrPSZ2qsHu3+d7ZsycRgDwciPyll2yuPp0vnokT4eKL4fjj7VfAjBk2dTNvHrVHHz1YafLetwul3xeKHFA4shSCHGVlZZREuockSzbKvQFoUNU1wfHd2B9AA/ALNecJT4lIDJgG7ADCw5V5QZ4z3rj3XnjkEVPau3aZUn/lFXOmlkpFhSnpyZMt6Mq73mXmkXGf/NOmWcqtEzLv207RMqByV9XdIrJdRJaq6ibgHGAD8DJwNvDfIrIEKAeagPuAO0TkW9hHp8XAUyN1A04eiUbtA+muXeYrZts2822zbZulDRus3Lx5Zhp5xBFw1lmwdKkp7jlzEgo9DwHFvW87xUy21jLXALcH1gRbgcuBVuBWEfkL0AV8KBjprBeRu7A/kh7gKrcmGIPEYubTZeNGytavJ7Jnj43Ad+82Zb5rl5k6pk6d1NWZB80lS0yRr1gBb3tbfu4hO7xvO0VJVspdVdcB9WlOfSBD+euB64culpNTDh40ZRy2QY/Pc2dK+/ZBYHlTBWgkYvPbs2dbOvlk286aZduFC02pT548plzzet92ihVfoVqsrFgB9903cLmamsTUyOTJNuKOO+c6+mg49lgOz5yJzphB3eTJIy+34zg5wZV7sbJrV9+8j34UPvzhhCKfNCkrp1xaQHa/juNkRyTfAjgjxPHH98077zw47jhYvNgsUNzbouMULT5yL1Y++Un4+c+Tl/dfcoltKypMuc+aZdMwxx4Ll10GixblR1bHcXKOK/dipb4+4bBr+3Z4/nkzW2xshKYm2+7cCY89Zr5evvxlG9m/7nUwf76ZL86bB9OmIdEoWllp5oo+2necMYEr9/HA/PmWMvHCC/Cd78Azz9i2qyvpdG34oLTUlHzcF3t4f9o0a2fBAkvx/ZkzLQaq4zijhit3B044Af7zP21f1Ub2DQ2WDhygfd8+pL2dStVE9KT29uT91lZ48UX4/e9tP0xZmf0KSFX64f0CWOrtOMWEK3cnGZHEkv+TTwagO7CWqcxGAauaXf327fDaa5bC+48+ai+NdH5j4jzxBJx+eg5uxnHGL67cndwikjC1fN3r0pfp7IQHHoBf/MIUeWpg7D17Rl5OxylyXLk72dHVZU6/9u83C5zhJlWrNxKxoBz79tnxvffCO96Rt9t0nGLBlbvTly1b4Je/hOeegxdfpKahgUhj48DXlZZakOuamuQ0b17fvOOOs6mXefOgpGTk78lxxhmu3IuZ3bttRHzoUHJqbu6bFz63datdv2ABHHccPa97HbG5c6k86iiziEmnwGtqLNqS4zgFgSv3YqO9HV5+2RYsrV2buVwkYoEvwmnePNu+/e3wsY/Z4iagYzAfVJ2sWL/rMA9ubKK8YpgvxGB2i/58taWWCR13dZrZax85+rkmY7vDvKarswsFKsrLB64j23bUDjWYBtTe43hRTewHO51dXahCWXlZ2msIrrH8zPXG247XraFy4TxSZAnX8XxDM7WVQ1PTrtyLiW9+0yIYQUKx//M/m7uBefPMl0xckVdXjynvjcXGZbety7cIzhhhb0vXwIXS4Mq9WFCFv/97+MhHkvO/9CXbiphSDzsNi+9PnZqIdJS6P2nSaN+J4zg5wJV7sSBiC4o2bYKODnj/+83e/MCBxDZ1f+PGRNzS7u709UYi1EyZYh9LL7wQfvCDUbyp4mXN37+RA23d1NTUDKue+E94kfC0QWLKIN00QHh64fDhFhSoqalJvibNtEVqvXY+fb3J7YamIEJ1kFKmta0VVZgwYUJSvfGG+srWt176yJZe3rTPKchua28HoKKysk/b/dVL6j32uefMbafWGz//i2e3M1RcuRcTVVW20rOuDo7KOp6z9aKWFluZ2tRkyj6+39REz65dlN96K9x6q03xnHsuLFtmLgecIVFVVkLVxBLq6vL7DJsrTZHU1dUOUHLkaW62ef98B6ZuDr4x5VsOgHWv7mNrU9uQrnXl7tiwr7bW0pFH9jnd0dwMkQjlt9wCn/+8JYAvfAGu96BEjlOIZKXcRWQScAtwPPbr4Qrgb4GlQZFJwEFVPSko/3ngw0AU+JSq/j6HMjsjjSqsXm0fZTdvpmbTJiI7d/Ytl+pDZgzifdspVrIdua8CHlDVi4NAwhNU9b3xkyLy/4BDwf4y4FLgOCxC/EMissQDCY8RYjE4/3x46CE7njqVnvPOI7ZoEZXHH2/+348+2kb5xYH3bacoGVC5i8hE4CxgJYCqdmER4ePnBXgP8JYgawVwp6p2AttEZAtwKvBEpjai0WjvPNdYJ9/30RkEtR5QDlUiW7ZQ8uyzyGuvEdm5E9m5k0hDAyXr1yfK7dvH3n/9VyA0B6lqi53GOPns2/nuJ3EKRQ4oHFkKRQ6A7u5uorGh6cdsRu5HAo3AbSJyIvAscK2qxn+TnwnsUdW496e5wJOh6xuCvCRE5ErgSoD5/fkad0aE6lNOoeTll3uPtaaG2FFHEVuwgOjpp6NTp0JbG93veU8epRxxvG87RUs2yr0UWA5co6prRGQVcB3w5eD8ZcBPB9uwqq4GVgPU19drIXyZziX5up+Kpqbs2g8pdgD56lcp+fSnSfXyUgHECsh6IMfkvW8XyjMtFDmgcGQpBDnKysooiXQPSZZswuM0AA2quiY4vhv7g0BESoF3AT8Lld8BhIcr84I8p5A4++zk4898xqxm7rgjP/LkB+/bTtEyoHJX1d3AdhGJWw+cA2wI9s8FXlTVhtAl9wGXikiFiBwJLAaeyqHMznDo6IDf/c5s1Kur+54PFnCMB7xvO8VMttYy1wC3B9YEW4HLg/xLSfnZqqrrReQu7I+kB7jKrQlGGVUzY3z0UdixwwJh79wJr75qPtlVze3AxRfDSSfZgqcjjoCFC81FwfjC+7ZTlGSl3FV1HVCfJn9lhvLXA766ZSRQheeft3ilW7ZYCLt9+8yNwP79cM45Njr/3vesfGUlzJlj6bTT4IMfhGOOgbe+1XzHjHPy1bfveHoHr+xvp6ysPI2bAEhaRj/AMvU+ng97zyfnEbomvty+O3A7UVJamtGFQLp6Cef349UwXD7JhUCojni90WgUBUoikT6uCpKfRTbL+FNdF6S7j+RnEZcnpoqqIhLJ6PWxr4uFkNfHPs+8b5mBnk/8+mhMWTx9aKuYfYXqWOOee8ydbybe9CaYMgU+8QlT5EuW2GjcA2IUDD3RGDf+YWu+xRgUIuZBNyJi+yJEBAQ77s0ncS5cNnxtJPBGGonY9fGysViMiEBJSUnfa+NlIyZMb/1x2ULyxMsm58fbl6R7iZclqC8i0NPdjYhQXl7WmxeuL3594rlIr4PV+P3Hz1lemmsC2emvDEJXVyfL5w/t17Qr97HGGWfYyHvTJht5d3Ul25x3dlqQjltuge9/P5FfVwcrVsBXvmIuBtzdb96IiFBbUcLhzrEzoxMfYcZ6h67aX/FxQapCT1XMJJ1P/xLo/SuUvi8GAVBlf2s3bztp4aDlc+U+1pg927w5holGE9GVdu0yBf9//o95gIynl1+G22+Hn/zE5tuPPBJmzIDp02HRIvjc58zxmDPiRCLC/R+vZ19rN9U11WkDPyRt+/XumH7aIDk4ROr0TaLe1tY2lMATYyh4ROqURaapheTpm8zypr2flDLt7e0oUFVZlXaqqu80hma85/iTydh2mnrjtHd0gEJ5RUXaMpqu7Qz1kiLLQG2nepL87xf38FzD0BZVuXIvJHp6zFqlvd3mzbPdD+ctXmz1PPZY37I1NfYSiLv8DROJwJe/nF4uJ+es39XC9gPtVFR29DuPnNjvq0ggWXllVDb9zDV3dnaiQHl5e68ySlWKmdqOt5+u3rQvgDSyhfO6umz+v6ysLaOiDr3Pkl4Sfe6599r+3R6newF09/SgqpSUlKatNzw33l+98RdA4pmkd1lMmjLx8/vbupldV8FQcOWeb1atgvvvh5deso+jQ6WszD6eXnGF+V5//nkbiVdVWX5dncVEjQfsmDLFUmmpjfxXrszZLTn9E40pn/r5eqI6cNlckTyfm5irJkNe3zngxBxxUl6/9Ybn4TPXG5cvruhKIpGMbcc3meTNeD/St2361GHXxaIxAFRivdMrQuI+JJi7T60387PsO21Dn+eQMm0THC+aWsnpR05mKLhyHyyq/Y6wS5qakI4OeoNnHD5so+Xm5uT95mbYvBkaAjPq97/fRt01NaaMw4q5v/34Nv7BNB7c+pvfzM/zcQZEVYkqfPiN87nm3GOQkNYKf5QMshJzuCQrKzsvma/J4rtKIfkuLxRZCkUOGJ6fm+JT7l1dsGePBZ9obU1swymeN5QpkPZ285yYgTTLgozSUhs1x4Np1NbCWWfB8uXw139t897OuKKqNMKkCcMMkO04GRi7yn33bvj9723ku3VrIjU09Kt8exHpf0Q8efLgRtDBfmsshlZVUTN1qq0CjSvzigq3UHEcZ9QYu8r92mvhrrsSx/Pn20h40SKYN89GxtXViVRTk3xcVTUiyjYa/xlVAD/pHMcZv4xd5f6tb8GGDfCXv9jx9u02iv7qV/Mrl+M4TgGQjVfIwmTuXPjv/0628pgxI2/iOI7jFBJjd+QOtgrzhz+0/VtvdXM+x3GcgLE7cgdT5uefb/sf/7itznQcx3HGuHKfNQseeAA++lEzgZw7F370o3xL5TiOk3fGtnKP873vwc9+Zk61Vq6E66+3hUaO4zjjlOJQ7qWl8J73wJ/+ZIuCvvQlW47/+OP5lsxxHCcvjO0PqqmUllpkobVr7fjf/x22bTO79yOPNFt4X0jkOM44oDhG7mH+/d9h9WpzjXvHHfCBD8Cb32wh5GbMgL/7u7C7OsdxnKKk+JR7ZaV9YN250xx1PfWUWdIANDXBt78Nr72WVxEdx3FGmuKalonFbErmySfhmWcsbdxo+VOmwEUXwUc+YqN4x3GcIqZ4lPuPfmTRhPbuteMZM+D1r4eLL4a3vAXe+Eabk3ccxxkHiBbA/LOINAKv5luOHDINaMq3EDlmLN/TQlWdno+GB+jbhfJMC0UOKBxZCkUO6F+WjH27IJR7sSEiz6hqfb7lyCXFeE/5plCeaaHIAYUjS6HIAUOXpfg+qDqO4ziu3B3HcYoRV+4jw+p8CzACFOM95ZtCeaaFIgcUjiyFIgcMURafc3ccxylCfOTuOI5ThLhydxzHKUJcuTuO4xQhrtwdx3GKEF+PP0xEZCLweeCvgRmAAnuBe4EbVfVg3oRzCgYREeBUYG6QtQN4SvNs0SAiRwInAxtU9cU8tD8ReBvJz+X3+fy7yfczyRU+ch8+dwEHgDer6hRVnQqcHeTdlVfJhomIzBSR5UGamW95xioich6wGfgKcGGQvgpsDs6Npiy/Cu2vAP4IvB24V0RWjrIsHwTWAm8GJgTpbODZ4NxoyfGr0H5en0kgw0QRea+IfDpI7xWRSYOux00hh4eIbFLVpYM9V8iIyEnAfwATsZEUwDzgIPBJVV2bH8nGJiKyEbhAVV9JyT8S+K2qHjuKsjynqicH+48D71fVbSIyDXhYVU8cRVk2AaeljtJFZDKwRlWXjJIchfRMPgj8I/AgyX97bwW+qqo/zrYun5YZPq+KyOeAH6nqHrARL7AS2J5PwYbBD4GPqeqacKaInA7cBoxaZy8SSoGGNPk7gLJRliU8mitV1W0AqtokIrFRlkVS5IkTC86NFoX0TL4InJLphQe4ch9F3gtcBzwSKHUF9gD3Ae/Jp2DDoDpVsQOo6pMiUp0PgcY4twJPi8idJF7484FLgR+MsiwnikgzpjwrRGS2qu4SkXKgZJRluR5YKyIPknguC7BR6j+NohyF9Exy9sLzaZkcIyJnYh/OXlDVB/Mtz1AQke8Ai7BRQlgZfRDYpqpX50u2sYqILAPeQfKHw/tUdUP+pEoQzOkeq6pPjHK7k4Hz6ftB9cBoypGOfDwTEfkQ8H+xaZk+LzxV/WHWdblyHx4i8pSqnhrsfwS4CvgVcB5wv6remEfxhoyIXACsoK8y+m3+pBr7iMgUAFXdn29ZnMIkVy88V+7DJOVjzNPAharaGExfPKmqJ+RXQiffiMgC4F+BtwCHsJ/XdZhVxnWpH1pHWJb5wDcwxfE74Buq2h2c+5Wq/vUoynKFqt4a7M/FfikuBzYCK1X1pVGSYz/wC+CnwB/zbZ4Kvd/tepV7/HveYHBTyOETEZHJIjIVe1k2AqhqK9CTX9GGRmCKdaOIbBSR/SKyL9i/cSgmWQ4/A34JzFbVxap6NDAb+4V35yjLcivwJ+CaQIZHgr4LMNrBhcPTezdhz2kq9vL5/ijK0QisA74GNIjIqsB4YNQRkZNE5Ens/+jr2KDgERF5UkSWD6YuV+7DZyLwLPAMMEVEZgOISA2j+8U/l8Rt989Osd0/yBi33c8T01T1Z6oajWeoalRV78SU2WgyXVX/Q1XXqeo1wPeAR0VkEek/5I0WS1R1tarGVPWXwJRRbLtVVb+rqmcAb8CmQb4nIltF5IZRlAPMUu1aVT1WVd+qqueq6jHA32KWalnj0zIjhIhMAGbGzarGEsVou59PAiuZ/cCPSP5A/SFM8Y+aVZWIrMdM7TpCeedi6xqqVXX2KMqyF/vlIsC7gCNCU0R/UdXjR0mO3qnVlPxjgPeq6ldHQ46gzc2qujjDuS3Br76scFPIEUJV24Axp9gDitF2P598EPgwtio1Po/aANzP6JtC3gKcBjwSz1DVh0TkEmwKYDT5+9D+M0ANcEBEZmGmxKPFf6fLDFwPjJpiD/idiPyG9JZqDwymIh+5O30IvtZfh1nLzAiy47b7NxaCmZrjFCu5slRz5e4MChG5XFUHNffnZEZELlLVX+dbDnBZClmOoeAfVJ3BMto/U4ud1+dbgBAuS18KRQ5E5MpBlfeRu5OKiPw50ynMqqFiNOUpBoKPc+l+am90WfIvS6HI0R8i8jFVvTnb8j5yd9IxE/uA8/Y0aV8e5RqTiMg/kLAKeSpIAvxURK5zWfIrS6HIkQVdgynsI3enDyLyA+A2Vf3fNOfuUNX35UGsMYuIvAQcFzfzC+WXA+szmb65LKMjS6HIMRAi8pqqLsi2vJtCOn1Q1Q/3c84V++CJAXOAV1PyZwfnXJb8ylIocgw0JTqogDmu3B1n5Plb4GER2Uyyp7+jSV6C77LkR5ZCkQNMgZ+PrRAPI8Djg6nIp2UcZxQQkQh9Y6g+HXZJ4LLkT5YCkiNnU6Ku3McIIlIK7AJ+oKrXhfL/hP187ABagCtUdVOQ/1lVfSYP4jqOk2fcWmbs8FbgJeASEUl1SPb+IM7jjzCPeo7jjHNcuRcYIvJlEdkkIv8rIj8Vkc8Gpy4DVgGvYZ7r0vEoNk/oOM44xz+oFhAi8nrg3VgA6jJgLfCsiFQC5wIfAyZhij7dx5W3Ay+MirCO4xQ0PnIvLM4A7lXVDlU9jHkNBLgI+G9VbQfuAf5aRMKBe28XkXXB9Z/FcZxxj4/cxwaXAW8SkVeC46lYyLY/BMfv9w+njuOE8ZF7YfEY8HYRqQwiOV0ETADOBBao6hGqegQWhPuy/InpOE6h4yP3AkJVnxaR+4A/Y/7TX8AWL/xRVTtDRe8F/lVE3IGX4zhpcTv3AkNEalS1JQjT9yhwpaquzbdcjuOMLXzkXnisFpFlQCUW5s4Vu+M4g8ZH7o7jOEWIf1B1HMcpQly5O47jFCGu3B3HcYoQV+6O4zhFiCt3x3GcIuT/A8VYDS/YkDI/AAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, axs = plt.subplots(ncols=2)\n",
    "\n",
    "# The original log on the left.\n",
    "segment.plot(ax=axs[0], c='r')\n",
    "axs[0].axvline(80, c='c', alpha=0.7)\n",
    "\n",
    "# Make and plot a blocked version.\n",
    "segment.block(cutoffs=80).plot(ax=axs[1])\n",
    "axs[1].set_xlabel('')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Or we can use two cutoffs and get a blocked log with three different values. By default the new values will be 0, 1, 2, but we can assign whatever we like:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:title={'center':'GR'}, xlabel='gAPI'>"
      ]
     },
     "execution_count": 45,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots()\n",
    "\n",
    "segment.plot(ax=ax)\n",
    "segment.block(cutoffs=(80, 120), values=(20, 100, 120)).plot(ax=ax)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "You can send a function in to determine replacement values from the original log. E.g., to replace the values with the block's mean value:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.lines.Line2D at 0x7f0a8e082df0>"
      ]
     },
     "execution_count": 46,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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1hRVdOVb05FnZnUuOPGt681x6llHshs7HKHdDR/Px7z3CwbJ/WHnetTh5dQ+v27w+sXG3KXkOvUWXld15+gquCd5tWNAY5W7oOMIopr8S0F/x+fBlp3LX9n5ufmQ/9+wYaLSpBTH37hjgnS88npefYWbihsWHUe6GjkEpxR/+1/185fanxqxf25vntLU9rOsrICKsX1LgJaeummUpDYb5gVHuhnlDEMUMJDPygyM+e4aqPPz0MA/vGeapgyPsGapTTSxjLjhpBa/bvJ6lRY+lXR4ru/MsLXlz/AkMhvmDUe6GSYmVwk/c5vphjB8l51C71W2kW8rTdIQfxdSDmBF/VDDuRrDtgMFKMKaLAM+2OHFlFycsL/L8E5aycWUvz9jQx7nHLpmDO2EwdA5Guc8hUdwaxSiMtOLMpsMkWEU2nQawCOOYIBwV/SgpC6K4kQ7j5jUqtTp+GKPE1kq3RRlHLYr7zPABvmTBr33hDm6NJw7J1w45x9IBtpPg2l05h3V9Bbrz3fTkHZaWciwtuSwpeSwteizvznHc8hKubTVcoXaqIyiDYbYxyr0NolixZfcQ9+8apOKHDAxXqIUxynIaEX/qo0LUVQOtLMNYtYSUC5NQdEEUo8Z2jzItiICbiV+axjK1ROHZFnnPwXN0WXfeYbmjd2+mZZ5jsam6Hx6BV5+zjhcsPxnPbu7u9Ea19ZKdn42zbR9WblzvGgyzh1HuE/DQ00Nccs3/jVlnCxQ8h7yrlV3etXRcTsem6DksLelyZ4zA0GkQaceycJ00LUmQaF3mJvWeI7rdOEGmswGps9cazxHWlGbA2wbhEXjNOevh+BOP+D4aDIbZxyj3MRiph+weqPIX/9v0bGwJ/OQDL6K34OJXy7i2ZZYIDAbDvMUo9wx3be/n1f90S0vZ8q4c5x7bxx9ddhrrl2jfJkO+WV4wGAzzG6OlMuzJ+BcBvW79/BOXceqaHm554gD/99h+1EwulBsMBsM0YWbuGS47aw3P2ngRt249yD07Bvi/xw7w3/fsbmlz/dvP55Rl5rYZDIb5jZm5j2JlT57Ln7GOi09dxeP7Rhrly0oe737RiWw29tUGg6EDMFPQcThlTevL0uvfcT4nrOiaI2kMBoNhahjlPg69BZcz1vXwwC5tOvjrn7+d41eU2LisxNpuh2OW5DntGItVPXlKnm0i+hgMhnlFW8pdRPqAzwNnAAp4K/Aq4JWADzwBvEUpNZC0/xDwNiAC3qOU+u50Cz7T2JbwP+9+PvfvGuT2rYfY8vQQWw+U+Z97dx+2Td6zLZaUXJYUPZaWPLrzDl4Sxi03aqOPZ9sN2/bGpqG03JbWjT/JRqCW8szmIBPU2WAwjEe7M/drgBuVUq8REQ8oAt8HPqSUCkXkr4EPAX8gIqcBbwBOB9YCN4nISUqpiaMnzENEhLPW93HW+r5GmVKKp/Ye4qlDVfZV0RF+Kj4D5YBDFZ/+ss/2g5Xmlv5kO3+QnMN4+qxtLCGzS9Ru2SHaTCdxQ13dTlSk3QAU8y31BU9vvip5NsWcPi8/WGYjMFAN8PyQome+6BkMncKkf60i0gtcAFwBoJTy0bP172Wa3Qa8JklfDnxNKVUHnhSRx4HzgFvHu0YURY2dk52AHVY5rgfOXj/1TUypPxk/0m4JUl8y/qgyP1KNh0KjPkzaNB4Yqtk/69ArKa+HMcPVkANJ23oYUwtC/FARxDo/0bPmPHmI63Pwzi/fza1xHYBnb+zj068/fdZdCXTS78doUtk77TN0mrxZOlX26ZS7nanYccB+4DoRORu4C3ivUirrSeqtwL8n6XVoZZ+yMylrQUSuBK4E2LBhw9Ql71BsS7Atm7ybdRymtA+aUWl9bvqkyfqnSev9SFEPIuqJgk8dgdVGeWdM85W6pR2NKaEexlT8iOFaSNTmF4rbtw0QRArXntn7ZDAYjo52lLsDnANcpZS6XUSuAT4I/DGAiHwYCIEvT+XCSqlrgWsBNm/erKZzK79SiuF6yEA5aDjpavGmOKanxWZ9a1s9Ew6Tcj9SVGt1gigGa1+jfRg3Z9ppuqGwM47DsumZ2A/lWJIsw9iN5Zl8I23TU9Tr912FXKMsXbbJOzY5t1m2btCHW+F9F28iv+n5HL+iRCk3t0sznezyoVNl71S5oXNlnw652/lL3QnsVErdnuS/jlbuiMgVwCuAi1Rz6+YuIDsVX5+UzSjbDpS58OM3z/RlxuWwNe4kX/JcXea2elQca1286UGxdZ0859rJuvrhDsWyyjjnWDiTLJdMzXHYTrgVnnXsUljfOx23yWAwzBKTKnel1B4R2SEiJyulHgEuAraIyMuBDwAvVEpVMl2+CXxFRD6BfqG6CbhjBmRvIYjimb7EhNSTJZBhDg84MV2IgCWCJfplr9XIS0udzmfraZhqKhVjiWDbFoKuR/9rjCPo85nhg/wN8N1//0eetv8T3SoRRCTJ6TSZtKRtknEU0jQVFUHSC2K1jmPpdNo+O04UR4DgOG5DXrAQK3vdjHzJtfV/FpYk4ovVIrfVkCO9R83PICKt8iZ9Jfv5xWp8Nl2s2yixGvfSD3zoW8+PvvONZPhEBkv/7Br3JdMnlU2hx8/eD8uyMn3Sn1kiR5q2kp+jld6LdIykfXK99HPr/kk6+TlUqzUQYaBY1Nc8rH8qZ1Nusazk16H5eyliNcYUy2q0t8TCsqTx+5r9HQEBrwsss8/ySGn3O/ZVwJcTS5mtwFuAnwM54PvJD+U2pdQ7lFIPisj1wBb0cs27ZsNSZtOqbrZ99LJJ2zVfaCZLJJklGr1soohVeuglnljRLIthpFwmVopCodhoFys1qm3aV/fR9bTXXmXax1NsP1r2GKKkTqHw/QClFI7rJmW6D0l9HOuzUuD6a/HLHi+rf2/S+2qYhAtv4EW3v3Wupego/id+Hh9Q78lMWGg8DMaa4IB+FlgioBQCOI494YSnpb+eX7Q3YbLS/s2y8azUxkw7Nn4U8dwTlpOfoRdYMh8cYW3evFndeeedcy1G23RyVKApyx4F+gD0E0BNIc0U24+fHh4eBqC7qzSj11IqRimFQj8cVaxQ6PcjSilQceMhSvIQVCpGJWZHsYobD0qSB22lUuGYchf7lgbJZVRynfRBqsdBxboPNK6jkoc62XaNtJZHXzfpQyrn2J9HlNLXjNP65tg05NGfwa/XUSg81036NK+d3jOV3HeVSZPcLxqyN6+TvWdkPl96v9L2Z+/9TypOH1867XNTnuAopagnkxjbcRsTnigmCfkYNb5p10MdaCdNp1Zns6UWr3juRv70l05v5Kf69ykidymlNo9VZwyXDRNju/qYY5SVmIjN8AM1Xb2ZTtyhIbj7blacdfE0jzyzzOQkRinFtoMVhmsB5XpENQgp1yMqfkjFjzhh6DbsoNI0cAhHfcMew/ghazpcD8KM5VkaanLmNHYa8cxNIo55tl56UkqvFox+GIkIm49dwnsv2jRjMhnlbjAYZp3vPLCH3/7y3ePWn+BWKEmN6362DQDXFlZ25xtGBtloZEXPxrXdRjQzz7YgDnEsoVTIN3Z5a0OE1ohmnq0jn6XRzlKjhbHq03RLnS3YVuZ9wTzCKHeDwTDrXHjyCs49dgl3be9vq30QKfYM1VhW8ljRnWNZl0d/JaBgCx9/7dms6sm3tO/kpdPpwih3g8Ew6xQ9h2+887mHlcex4lDFh3/9FFFNeMuJG9l2oMyTB8psO1hh33CdfcP1lj53b+/nkjPXzJboHYNR7gaDYd5w4cdv5qlDFb7kDrUsy4wm71q8bvMG3vHCE1jbV5hdITsEo9wNBgOgZ81+ssM6jGIOjfiEsaI/KDdeSoaRIooVkdLnNB/GcXJWmbNuH6tMeTSqvqW94qlDlckFBWpBzJbdQ0axT4BR7gZDh/Ifd+7gxgf2aHcWYUwYN11lhIkytkQarqEb/ooyLjCy7jem0WHplBDRbjNsS+jKOdiW4CHkxOKUpd2Ucg5510IpKNdDDoz4HCr7/NYFx8+NwB2CUe4GQwcyUg/5/a/fN6PXsAWKOYeevEspZ1PKOZQ8h6Jn05VzKObsJO9QytmNs4jQk3c4dlmpobSbZwvbbuZtEayx4hJ86dPgl7nxNy+Y0c+4kDHK3WDoQLpyDje974Vs3T+C61g4lhBGSm/KCeNkY05ELTk3Nu0kG3hq42zkaZZHjfTuweoRber56m89h/NPWDb9H97QFka5Gwwdyokruzhx5czF9U3NCbu7u5N4ABGP7RvhVZ++pa3+1/zgUb7wU1fbmNv6AeRYOp3ah7tpuW3hWoJtC65lcelAFS+uc/OdOzIBaVJbdKulbHRdzrGIYrXoI5UZ5W4wGCZERPAc7Sr6nGOWsO2jl+GHMZ/58RM8uHsQoBFvIMy8kK34EYPVsPFiNYhjomy7ZAfpWLtHT3bLlKR2VEtPttAId5l6Ws2GrEw3IqUPBDfzsCjlHPqKOnRmel5a8ljdm2dZyZuXm5ZGY5S7wWCYMp5j8Z5p3DqvVNNqJowVua9cC/4I//faFzXcDvhh3BpxLGy6I2jmdSyF4XIFP1JYjtsStKbRNulXD2OGayEH07qkfqQeMlwb28Nr3rVY21dgdU++4WJbKYVjCX9++RlsWFqctvtyNBjlbjAY5hwRwbEFJ3WQaAvYVouiTE01s8o9Vdb1UYp7YMgiiBS2l2sq88MeDGl4yqgZtjIT+7jqa8ucvUM1Kn7TsW0tiNm6v8zW/WVG83c3Pcbfvu7smb5dbWGUu8FgmDHSqGiDlYDBakB/xWf3QJXtBys8dajCcC1smY2nCvqjlUPkVY03/fn3Gsp4OoPLA801e6fpNyYNNq/LhLV9eTYuK7as9adLOAXPZkWXdoXQk3exLOG58+gFslHuBoNh2vnlT/2Me3YMTNjm2GVF+ooeOdsi71r05J1Egdr07nTJq4jLT17b9otUz7HI2RauYxHUqniORV9Pd8PHupfUpQ6/OmHd/Ggwyt1gMEw7zz5+6aTKPUyWQZRS3LFNv5j92KvP4nXP2gBf6gbf4s8uP+OIrt90HDZz1kTzHaPcDQbDtPOhS07lQ5ec2lL22N5h3nf9vRQ8m7W92ovjSD3ipof2Ntp84Bv38a37n+YP9g9RoMZnv3Efedem4NnkHZuCZ1FwbXKuTSE5dL0OBJ9PyoJaQN616IrV2JukFgFGuRsMhllh06pu/ueq5x9WPlDx+esbH2bbgQqxUgxUA6pBRByH/PDhfVQDvaHqSINt5JxU8evwdnlX59PytCzn2OwaqFD0HD72mrNY3pU72o88p7Sl3EWkD/g8cAY6VtZbgUuBy4EY2AdcoZTaLXoh65qkvpKUj++V32AwLGr6ih4fedVZrYVfWgK+xx2/+ZJGURjF1MKYqq+VvT5iqkHUeADUgoiqHzEwXKYWxsSWSz2IGKmH9Fd8+sv6pe7eoRr95QA/iseUaWd/dXEod7SyvlEp9ZokSHYReFAp9ccAIvIe4P8B7wAuATYlx7OBf0rOBoPBMCm1IMKOFHEUs2PfiFbYidKuZhR4qtRHaiFDtYDhWshQVZ/7y3VG6iHVRPlPNutf3pXj2cct5dnHL+XlZ6xmZXd+wvadwKTKXUR6gQuAKwCUUj7gj2pWQs/oQc/mv6R0pNvbRKRPRNYopZ4e7xpRFDVegHQCnSTraDpV9k6VG5qyz9fPoBKXvE0bb50+NDiEHym8/FDDo2RzV2lmN+qo8iBquv8dr31qUz5SDxmqRwzXwsbGIT9SfMk9SElqvPoTP55UfscSunI23XmHrpxDd85mXY9Ll5ejt5Sn4KXr83q9Xud1eL6Ca7O06LJhSb5pPaN8hoZGq7jZYTp/R9qZuR8H7AeuE5GzgbuA9yqlyiJyNfAmYBB4UdJ+HbAj039nUtai3EXkSuBKgA0bNhzNZzAYFhxKaQVYCyKqYUwtiJMZbOu5ltRVkyWKWjhxu3SzT1aJ+2HMTHn7tYWmXxlbe4F0Eq+QOceiO+/Qm3dY35ujO+80FPRxDxfIKfjr55ycvCS1WtbOC65N3rHIuRZ5xzrMrNGE2WtPuTvAOcBVSqnbReQa4IPAHyulPgx8WEQ+BLwb+JN2L6yUuha4FmDz5s2qE38InShzSqfK3ilyDw0e4sHbv085zvHUUAQrl/H5G27CDyP8MEw260SEYUSQHGGUpJMzSiGAiEJoHlYjDUKcnHW5Zws5RyjaQp+j07mkzM0JuSI4tuBagmeBa6V5hZs69krKVRRot795N90wio3CkmQDqSgswBpVbkmMhWCJlkm7lFSg4knS6LOKId4NPWt5/fknHtXPoVN+X0YzHXK3o9x3AjuVUrcn+a+jlXuWLwPfRiv3XUB2Kr4+KTMYFg2H/v5FnB9ta+TftvIG3vfEW9rrbAHeUVxcAWFyzCtER+YQa+w0ST5Nr988t+J2OJMqd6XUHhHZISInK6UeAS4CtojIJqXUY0mzy4GHk/Q3gXeLyNfQL1IHJ1pvNxgWIvKqz/Lg/36Y06t3TtjuB9EzCbEJsXjhKWvpKuTBcsCywXbBcjNpp/XI1jfyzuHp9Cgu0+UNxTqGQs0o3OGRERCL7u6eTDkTK+hx04vT1nwuadda5irgy4mlzFbgLcDnReRktCnkdrSlDOgZ/KXA42hTyDanKwbDwuHY058Dp/+Az3z+s7xj5wfGbXeR/Ytm5rFxm00PJ10Cv/q1tpsrkpd7XZ25tLHYaUu5K6XuAUZ/R3r1OG0V8K6jE8tgWBi8/W1XsnPPr8AjW7j1DQ+yb6jM1n3D3Lv9II/tHcT3fWxibGIs0eeenMWSgk2XAwVXKDiKgg05Bwo25G1F3oa8DZ6tyNmQsyDnxORE4dkKVyBnKzxL4VqK3vuuQwZ3EoXxovCrYjA7VA2GGUVE6Clpm+nzT1nfUhfHil0DVZ48UKa/4jNQCZKNNj79lUAHu0jtuusRtZEoYxmjbbzbDX/3ObfIGjnEK/7oO1hCwyQw5yRb+1MLlMzhELGiy+NFp63jzPW9dOWMuugkzE/LYJgjLEvYsLR4xMEdlNL+zWt+TC3UG3sa54YppH4QnHpbN/lqhd8/5+TGJiDdVvetJZuCynXtw7weRJTrAQdGfK79WdOy+fS1Pfzjr57D6h5tP26YvxjlbjB0KCJCztGz717ciRs/XATL410vat+0cGhoiOFayMMHA/7vsQN88ZZtPLh7iBd9/GYAunPaLr2YcyjlHEqe3XrOOeRdGy8NbZdxudvIj3bb28hLq3vfpI1jmSWldjHK3WAwjEt33uGiU5dy0amr+K0LjmfbgTJ7BmvsGaqxf1hv8a/4IeW6nvX3V6pJXpdVg2jyi8wgBdfmtj+8iN7CJA+/BYhR7gbDAqZcD9k3XKev4iPVgP/86ZMtrgSiWKejxCVANl+p1YlihdjOmPXatcBoVwN6U1XetXEsi1LOph7EVIKIaJojKbWD9isztnOwhY5R7gbDAuUXT/XzK5++BYDPuf2skSp//r9bxmybdy0cy8JOd6naggXYluC5No4l2FbTjYDOC0XHack7lqXdDFjS6ONm8qkrgonyzb6CO0E+79oUPZui5zReEKeWQMb9gFHuBsO8IYxiBqoBA5WAwaqfnAPtBybrE2ZUMOjxyg+Vg7au+4eXnsKVF5xwWLlRkJ2NUe4Gwwzjh3pZYOMHvzVtYzqWtAZ3tq1mrNDk5WNfweXCk1fQk3fZ8HSBJVGOP3z2KfQWXHoLLhuXlzhhRReubU2bXIb5g1HuBsMMM1I/MicvZ63v5cKTVzaU8Rnreti4rIRnW1MPHfeVHhgaHnOGbliYGOVuMMwwS0vaC9iTH7mUehjzS//4Ux7dOzJpv/t2DnLfzsGWsiVFl56Cq9ef0zVyO/Xm2Fzvzq5NO7bF23cP0hdW+dR/3tdcGx+15u3aOn/amh7OO27pjNwLw+xhlLvBMEuI6JeA3/vdF47bJkzWz/URUU98sA/XAh7aM8yW3UNU/XBMC5cw0oEyqsGoukgxWA1w44gfPLQvqdNWLkEyzniWLGev6+Y/3vl8PMcs3XQaRrkbDPMIx7ZwbIvSGOE7N288itn0Vz4DQ3XueMdLxqz+r1/s5Hf//d7Dyu/dNcxJf/QdAP7xV59Jb8Gl6OmAGsVks1LR08Gmzeai+YVR7gaDgVectZa9Q3UOjtT1TlDb4tBQmaf6a/zk8UMAvPsrv5hwjC//5rN53onLZ0NcQxsY5W4wLDIOlX1uemgv/3Pvbip+089MPeOUrBZETGXP0bq+AptWds2c0IYpY5S7wdDBKKWohzFVP6ISRFT9kIofNZR2JXEI9uz+Cs5IjVf+5U0cGKk3+j//xOUsKboZb5AW+cRTJFFA3rXJ5XJU/Ii3Pv844xmygzA/KYNhHhFEMVt2D/HE/hG2HSizo7/KcC2gGrQqbJ0OqbY5w/6cO8wa8Sl127zjhady/IoS5x6zlN7i+D5XzCamzsYod4NhlnnyQJk/+u/7yTk2fUWXIFIMJP7cH9830nC2ZQms6S3QW3ApeDZdOYcVXTmKnk3B0y8y0233xeQoeA7FpKxR7jqs+ta/4JRDfvT2C6duI2/oSIxyNxhmmet+9iQ/e/zghG2OX17ilDXdLCl6dOUdujyHrrx2o9udcyh4NlGsWNWT54x1vZNf1LFA0E8Mw6KgLeUuIn3A54Ez0LHV36qUujWp+z3g48AKpdQB0fZQ16DjqFaAK5RSd8+A7IuX2iBsvRniCP3jgEZInkZoHpWks+UKt1rR+Xx+zPox+2fD/bTbZ0r1TNo/V6/rtOe1jKmUQqlYnxv5tEznSeuTvCJOhlCNA6VQjM6DUrFOJ/3TazfakWnfkElfL471mGEYwmnv4olPv5ZYwa/FMZcuqVPzI8p+iA5NrUjVrqCQQYUMNu/L6HqFwgYOAOWNfZQ8e+Kf3d4Hobc1EpRhYdPuzP0a4Eal1GuSINlFABHZALwUeCrT9hJgU3I8G/in5NwxpJs8/CgmCPVmj1hBrBSxUgwNVYkVFOtWS3kcZ9Jp+ai+2TZKkYyt2yiliDLpWCmipL3KpM987NOc/cRnjuizFab5Xs0WrhIUECYqTqs7Rqm8Zj5b3yxrtiNTN16eSepbVS4oNbYMFgKnAXvuxwIEYRmCCChLq3b9T0DSvOhRJFX9TflFmkcp51KMy1Bv3ofGGJn+rDwVTr50qrfd0MFMqtxFpBe4ALgCQCnlA35S/UngA8ANmS6XA19KAmXfJiJ9IrJGKfX0eNeIoqjx8ma6CKKYv/ruE9y7a4glBRfLkkRhK8LEc16Q7OJrpBOvetHsu52eEh90dnGK7XCZ/1dAqzJJz6mSsQARK/mbt0j3mViWBWJhg1YkIoglWEkaaaZFBEmUipXU6fYWVjIugG1ZjX5aZ1mN9ralx8ASLATLTsfWMtmJjJY0x7SSqDu2JQS+jyWQz+ca40tytkUrSis52+nnQKfTOitzTvtalr5Hh/Udo8+YfTNlduacdV1bq4zA7u0Urrql6dY2aTsdDE+l8RT+zqb7b3I26VTZp1PudmbuxwH7getE5GzgLuC9wEuAXUqpe0f9kq4DdmTyO5OyFuUuIlcCVwJs2LDhSOUfl588fohv3LNnSn1Kns2a3gIru3Os6vZY2Z1jWcnFta2WP+56rYZlCcVioaEY9B96RkmMoyBSZTWRwjms7yiFs+z2m3EfsLnut19zeF9LGmnhcAXSqRYQnSo3wBDa9NCYERpmk3Z+2xzgHOAqpdTtInIN8Kfo2fxLj/TCSqlrgWsBNm/erKb7j/aXzu1mRV8Pe4Zq7B2qsW+oxv6ROiP1iJFawEgSBmw4SccKyn7EkwerPHmw2hjHtYX1S3QQ41PXdPOqZ66n1wkpevbcKZquAoiwYdWyIx6iE5UkdK7c0Lmyd6rc0LmyT4fc7Sj3ncBOpdTtSf7raOV+HJDO2tcDd4vIecAuIDsVX5+UzSq2JTx/U3tboZVS1IKYwWrAobLPobLPwXKdQ2WfvUN1dhyqsP1QmX/+6QE+++OtgJ7lr+rNs35JkTPW9nDqmh5W9eRZ2Z1jRXeOkpmlGQyGOWRSDaSU2iMiO0TkZKXUI8BFwN1KqYvSNiKyDdicWMt8E3i3iHwN/SJ1cKL19vmAiDTsglf35sdtt2ugyu1bD/LU/kH2j/gM1BRbD5T57E+2HuZVr7fg8mvPPoZzjlnCplVdHLusNNMfw2AwGBq0O728CvhyYimzFXjLBG2/jTaDfBxtCjlR245iXV+BV52znqEh/ZUp/epUCyK2HSyzb6jO/uE6+4br/PjRfXz65icaff/g5afwvBOXNXxtZ/1va3/cOp366E5jQRoMBsOR0JZyV0rdA2yeoH5jJq2Adx2tYJ1E3rU5ZXUPp6xulv3yM9dy/kd+2Mj/9Y0PT3lcOw2ikAmq4NjCVdFTvDaKufRvb24GZbAt3EwQ4dEBHFIrDRWFOrBxPpcELtYBjEe3swXsUcGLbas18HG2zsq0cTJBJCzJlNuZehFsWz/Eco49HT8Gg8GQwSwMzxBregt873cvoL/sN4IihFEzqEKYBFEI4zgJqqBt65tBGHR9EMdEkSLMBFhYuzuPHIJT1vToMZP6dKxqEBHWdDrMBHIIk2DKYRQTJjb26TXUHJp/Li15bFhaZMOSAkuKHqWcQ1dOb7fXaQeJfEqezbI+yLk6Xmje1X7Ec45tvukYDKMwyn0GOWlV98wM/P2VcGvMp057ROczG1+aZ8asq1RrABSLxZa6WEGUbJSKFMnGKyFKynW9Lo9iiEnysX5IRGk9EMWSjKMaY6b9o6R/Oq4fKvaPVNgztIc9T9V5rB5S9SOCuHXT0Fg2/M28NhN1bQvXtnEdG9ex8Bwbz7ZwbBvbFmyxcRxLf3Ow028flv6GYlvYlp18m7CwLQvbtvW3IdtuhqNLglG7jk3Oscm7Dl7iUTHnOuRdi5zr6DrPIe86EAX6ZxFHzZ+FeRAZZhij3DuR0gqIQ/jvd0y5a3Gccis5xvcROIscrRBhcswTegAuvAH+fOxISirz8JWxdpeKgOXAKz4JZ71udoQ2dDxGuXci578bTru86VtmLN8vo89J3ciI3s/YVSpO4Acm9fcyXt1E/WZmzEriE6eYz7d+5iOWZby6Zr7hAiKKiVXihiKOiRtLXVGyLBY30lG6/JYp8wM9c//2srdQDyNqQUg9iKgHIfUwavUpk3wnOXZpgcvOXN2U6dZ/1P5hDIY2Mcq9ExGBvmOOqGtcSLY3d9jmjnBo9uUWwE6Oo2FoaAjuvptLr/q7w+ru2n6IV//TrYd32gdfeKyP5V05lnXl+As+w/07BvjFT5/ETZaO0hfnXrKs5I5Kp21Gt3dti7xr4dkm7ulCxih3g2EOOffYpXz1t57D4/uGUcBwLeTASJ2DIz4HRupsP1jhru39/GmsuG3rQf760S2zJttfvvIkfunMVbN2PcP0YpS7wTDHnH/CMs4/oelKYu9Qja/ftZOznN5GfFP7NmHTsi5e3LOS4VrAUDVkuBYwXAsZrs/MC4Yn9ldmZFzD7GCU+yJEKgfA3zv+OvSkZ5h0LXuqY03SzqlUdLqQH6N+CnJM2nbqn0kphR/qsHeN9fY4IooUURRRq9dh/WU88G8fIIpiojhzRDF+GOGHEfVAnw+VfbzEJqgAlATECtjZX+Wx2nAjxmlvsUjetSm4FoVGDNQkClMSD7WlPKnLu1Yjny3POa3LNJ3qWdGgMcp9kSGVA3R9djOoaK5FmRLjWfnMBwTIJce4rL+MMx7/LLEaw898w0JGW8YoV7dxHRtLEoUrvVxx2Su54swXz/CnMSwUjHJfZEh9GFERPOs34Zjzk8Kx7OSncmYK7VvbxqppM5/a0YeJHXwQafv5MIahcoUoBjeXJ4jQ1ioKnVaKKAI/1jb1qZ/+ILHBrwQxtSCm4sdUwpiqH1FOysp+RMWP2TfsZ5RuU/laAgXPwXMc8p5F3nX0zDnn0lf06Cl69BZc+go5egoexbxD3rXxHIeca5NzbYJaDXY9yp7f3as3XSUvM13bmqWfumExYpT7PEMphR/F1MOYeqCjQdWDSOdDHWQkjGIipXelprtX4zSf7HzVG4tUYxdqmncP7eZtwLcHjuFB54yxxxhnzGY+GTMdP2kTxei2jXy2XmXyzbpR/tbaoDp5k1F4tpUJIu1RTIJLFws2q3I6oPQvreziOccvoy8JRp0uV0zHztehoSHYxYRO6QyG6cYod7RCTZVpNYioBfolVtWPqAUxtTCilrzYqgUxg8NlwlhhuR5BqN0CNMLyRXGjrJGPknx4eL7eOKKG8p5JNsrTvC0H331wD99ia8NfzFg+Y0b7lBkr77n2hPXpmLZF0+fMYb5osnl9/VYzPyGs13Bsi56uUot532hTwMNMBBNfOQbDYmNBKvfH9g7z6ZufQKChkKsZ5VxLFXgQUU1mxUfjWyX14ujaza/brjMqb2slU/ScphJyLPKO3fiarn2mpP5SrIbflGy9Z9sNB1+pEy5rlOIcX9Fa1HbeB1+Cv3v9M7jm7M6JqdnJkZgMhrlgQSr3j37nYX7w8L5J2y0puqzpLdBTcOlNjr5MurfYTHfnHYqe9h1Sr5TxHIulfb0Nr4ydQpTMYs3mFYNhYbMglfufvPJ0Nm9cyn07B9gzVGO4FjJSCxmp6yOlvxLQXwnaHtdLZtNOMlP3HLs5K7dalwoaywOW4DpWw23v6CUF18ruHEzLdfvRyw6jlxq8Mfp5tkVvwcVzzFKEwbCYWZDK/ZhlRd554Qlj1sWxouyHDNdCyvWwud4dtK59N44gal0XD2LK1RphrBDLabjyza6lh5FiJAybbnuTujCKE0uObHl8BC8Vp85/v+t5PGND38xfyGAwzAsWpHKfCMsSuvMu3fkjdz14aGCQcj1EvEISaDt9WESUk28H6fp++kCoJQ+JdK2/mdbnsh8m7wVm5qXqQMWf9jENBsP8ZdEp96Olv+xzzkd/2nb7bFCJ7Dnv6perS0vNYBOO3RoVyc0swWi/4noZx7GbZYf3SaIrWULOtTlxRRe9xXnhyNdgMMwibSl3EekDPg+cgd7D/VbgZcBvAfuTZn+olPp20v5DwNuACHiPUuq70yv23NFTcPnls1bx3/ftbZSt7M6xujfPyu48q3tzrOrOs6wrRymng0Wkoe/SUHMtIe3GS9vNWKo61J6F1UEvbg0Gw9zS7sz9GuBGpdRrkiDZRbRy/6RS6uPZhiJyGvAG4HRgLXCTiJykVIftdx8H2xL+/BUn4drCbdsHKboOI/WQ7QcrbNk9RDiDC+giNAJop7bhtqXjlNoW2NIsa6QbZWBbFmuCHXwG+IcfPsatt9+W6Z8ZJ1M25jiZMtsaVS/Na9kWzXHGGjNbP+6Y+nq1agXLEnoG49axWj5v0yQ0fShmH5jGQsiwmJhUuYtIL3ABcAWAUsoH/An+UC4HvqaUqgNPisjjwHnAGE6rO5c/vmTTYTbX6WaodB2+EcM0au7izMZLjZJt8umuzbFiqqY7PBtxVzOxWOM4E8YuSTfLkkATcRrmTo+TV9qKRgF+GI/qM8442frDyprXmY0Xw0dD1v4//XaUptMlLztT3vLNKfkm5dmW3t2acyh5NkXPoZSzm7tePYflXR4nre6m5yje6xgMR0s7M/fj0Esv14nI2cBdwHuTuneLyJuAO4HfU0r1A+uA2zL9dyZl4xJFUUd5oJtMVg/wXDLh4lLHUHNvnljZEcB/wDtXPcKVq7zD/b8gTUdWWZ8xYjXqx/Mpk/pk0f5immeV+IxJyxQ6PmucnpXuFyV1kQKlWvPVmk+E4Hk5PU7cjNmaxnqNU980qhnfNUzycZz4rAHCqBnLNW0bpunkYRimZUESVxYhjBR+DANBTDWIE5816rBYr2l6VU+OZ27o5ZheF3qEm39+r947kXfpKXjatYFltd5TJ6dD6s0DOulvcjSdKvt0yt3Ob5EDnANcpZS6XUSuAT4I/CPwF+i/v78A/ha9Ft8WInIlcCXAhg0bpii24UiJcr3Ebgn3kRtwH7lhrsXpbCYL0+QDT+jklRfewIXfumDSIfutJfzB+n+lp1jkd198HN35+aHoDZ1HO785O4GdSqnbk/zXgQ8qpRpvFEXkc8D/JtldQFZbr0/KWlBKXQtcC7B582bVidvKO1Fm+6kd1C/4MAVHQMVjHGqc8qkck42hdPzXCfu31kdhAEphW7Q3fjv1Y8mQ+nyfI5bE/dz26NMMUeKV5xzDC08aO6j2bNKJv+cpnSr7dMg9qXJXSu0RkR0icrJS6hHgImCLiKxRSj2dNPsV4IEk/U3gKyLyCfQL1U3AHUctqeHoCX2K3/g17fJ3Tpm6W2ELkuWhzBLRpH0tEPuwZSQlQjWI2T/sk/f0n0CULA81XBDHTRfEo5dd4kyecZZkWvy1J+dbotMQ0UsxIoIgkLzolcRv+0FnNc/YcCzPO3E5zz9x+cz/KAwLlna/810FfDmxlNkKvAX4exF5Bnqqsw14O4BS6kERuR7YAoTAuxaKpUzHo2JERdQ3v5Pc8981RQXLFBXrGOejsFYZzjgO88O4EWJuKD1Xm/mhUflGWLp6EpauFhKlb3/rcOLKrsNejpZyNgXXoeBpZ22eYzWOnJ1Jp+WjyzJ96pURePA+zv/zW9qy2HnpEd8lg6FJW8pdKXUPsHlU8W9M0P5q4OojF8swk6h8L/TNn/cctSDiwEidwWrAYDVgKDkPVgP2DNbZPVBlx6ER9g37DNdDasHkO3i7cw7deYeexOnbmt48J+W7GvnuvMtQNeD1z9rAsctKM/r5hiL9Z2ZMMQ2ziXlbY5gzlFL0VwLO+Yvvj9um6Nms7SuwssvlpJUllvcU6cm7GcXt0pMo656CPnflnI7y1GkwzARGuRsaqMQWvpZ1lhZkfOQkZY36YIyyhhO2Vmds2THK9ZDBql468aPWWfh1VzyLVT35hrvlkmcjIsafu8EwRYxyn2PiWBHEo7xHjsrXwwg/cShWj5rh9/xEcaZ1aWSnbF3WeVkc1LgO+Oqdu/nq/T8epah1u6PdiNQIMuI2g47kG2mbUslhXV+BvqLb8KPfV/BQKE5e1c3mjXNvHWIwLAQWlHJXSjWU4Zgue0fHIo2zbnqbilW7582m9Y7Q1EVvpeYnLn/tw5RxuoM0yORTF7/Z8VJXwdO9q9MSyDn6ZV4+G9nJtei29XvtkmdzwoquVsU7jjLW0aGy9anzs2x9s69ZVzYY5gcdrdxH6iHPvvomyv7MGOOkvlxS3yRp8Axb0CH0HDvjlVFvW8+7Fk7OaQbwaATqaPXk6GQ8PGa9P3p2c/t7GvAj5xxunZEq1NEWGxPGCw1qcDX80lmreN1Lzp2Re2YwGOYHHa3ctx0oT5tity2hK+c0jtQkLu9aFDyHnrzTiKIUhwGnrenm1ecdPy3XNhgMhummo5X7Get6eeKvLm1ZW245Bzr4xVjndL35n3/6JGU/IopVw/yuXc46dgWbVnXP4Cc0GAyGI6OjlTvoGbf2yDf1vhU/5B9++PiEbTzb4oSVXRy/vMTSkodrW8RRwBlruoxiNxgM85aOV+5HQ9FzuPVDL+bmR/azdf8I+4br7B2qsW+ozr7hOiP1ED+KeejpIR56+nBvbR+84ZEkqpKOrFRwbQqeTd6xcR3tHta1m+vhabpZJmOUWUlfOwnCnZZZh4+XXiPdIWmbgB4Gg0GzqJU7wJreAm8875gx60bqIfuGauwbrnNwxKeaxD8dGC5TC2KU7VD1Yx0v1Y8a9dXENny4FmoTxcQ0MTVtzJZNN6nP8ZxrsaTosazksazLY2kpx4pCzPuAO58a4NGfPok7ait99sGRvqh1M/XpAyTNm41CBsP8ZdEr94noyjl0reji+BVdLeXTtaEm3TSUKv7mQ2Csssw5Wz9Ou1oQ01/xOTjis+1Ahbu291OulHmfB7u2PswPHv93LUPGwVWa17JJwz9i00lWa3srE+nItu2GtY5t6W8Vus5OLIJsrMRJlpU4ybIE7TDL0mnLshAEEZptLAsRCMMQS4RcLpe4qbGwLEuPYWnHW3biv8ZuXEeSa1pYose1LSvpm2kjgliS1EljXEvSvolsSTAPXZ5Gg0q+LaXpdExbR4cSESqVCgADQ0PJ2M1r6ahTVmPMw3z5GAxHiFHuc4iIjvTjTmS+OJ1EAeojeV7Pzbyem6d57OQwjM2FN9D3iSP35xNnPEw2t0ZkPU/qfLPNqAe2tNa31qX51n6SpIcbgVwY1Vb/DmevzWFtx04LEDlFfn7eNfi9x7V+OxzliM18azwyjHJfTNguI2+6Cau8j1KxSMN3uVJtptH5ljTjlB9FeoxrV6p69lvMFwCFUvqI45gYUCpGpaH+VEwcK2KStFKJC/dY91HN/gqV9MuUqWS8UelYZ1raovR1VKx9wcdJe5K+sVIEgQ/AnSdcpa/XGEfLpxSo5B5omVrH0+WxvhstbbQaj5N7lcoLcXL7ks+XpLWsClGg0jaN6+pvktnx0mulP4P0+tnyVG5R6LEz44lA63c+jaBYwggX2vfy79+5iZviqe+5SJcf9Xsp+zDvnBYxnm1RyHt6mdKxmu+wsl47W8r03pW0XS7TNts39fqZvvPK9p9Pm/iMcl9kqL5jifqOhQ7z0RKm4ccSudN54NwHLpycoaEhuPtuNv/GX861KFPiaJcf4+ShGScPuWZMX0W8+x74t4u5+lfO4Pc3XJC8h9Imyo33UkmZPqsWNxt+FDXa1RtlMUFyrtR8/ChmsBo0ytK+6dJlfQbee6UPHNexqAcx1aD5dXZpyeNzbzqXc4+dHRcbRrkbDIYZwbIEi3Fmsont8qruPKtWT79JcTsPpqofsXeoxkA1oL/s01/xOdQ467KBqt+IATBcCxhJAt+Phx/F+BEwxubKQ2WfoWp41J+tXYxyNxgMi4aqH/GCj/2IAyP1ttqnvpY8x6KUc1ha8ho+lbRVWtOvUtYtSClns6To6aPksqTosbo3z5rewgx/wiZGuRsMhimhlKKWeCYNo5goVg1HeNpxXtOZXvOsWpzqlQ4e4AXALU8cYMfwU41+QTJedpwgUkSNc7as2T514JeW1f2QMFYokcb1o1gxVA04WPbH/Wyf+fVzOGt9H6WcQ8mzJ/bVNM8xyt1gMIzJPTuHeNOX7p2RsU+XJ3lBDv75Z9u4Kb5/3HaW0DS3tTJO9qymgz1dl3Hgl6QLrkU+5yX9EtNcSyh4Nj0Fl568S1cuibGrFCes6OK5CyhurVHuBoNhTHYN1mblOo4lFD2brpxDMZkxl3JOw3Ff1vV0dukjPbryDmeu6+OEFaWGtYoJ7tKmcheRPuDzwBlo+7S3KqVuFZGrgHehLZy/pZT6QNL+Q8DbkvL3KKW+OwOyGwyGGeSy01dy2ekrWxRkHCv8qBlhK7VWSYO9NPKN4DHNqF1+FDeicy0Z9GELvGDTcrqLa0e1jSn7EYfKfst4af14Fi4F12ZpyaOv6NLtWfQVHFb0llhSdOlL1r77knXw3oJLwbXJxi9YaK472p25XwPcqJR6jYh4QFFEXgRcDpytlKqLyEoAETkNeANwOrAWuElETlJKmS0uBkOHY1lC3tL+lMA98oF2V2ELvPn8jbz5lGdMqatSzQeMH8YcKvv84ql+Ht07Qn/FZ6AScGC4ytNDdW7bPshgNWhuo5iA1B4+5zYD0uQzD4DDfEAltu8tbjsSX09Z/1Fpm6VFj/NPWDZrtvCTKncR6QUuAK4AUEr5gC8i7wQ+qpSqJ+X7ki6XA19Lyp8UkceB84Bbx7tGFEWNr1GdQCfJOppOlb1T5Yam7J32GWZSXqtcpguoVCvNPQxHgAesLsAlJ/dxycl9jfLsskwUK4ZrIQPVgMGqPg/Vwsw3glFH0AxnWUseINV6wGClGWHNT8NghjqqWmpzP9XAascuLfCFXzuTld25Frmng3Zm7scB+4HrRORs4C7gvcBJwAtE5GqgBrxfKfVzYB1wW6b/zqSsBRG5ErgSYMOGI9+WbTAYDBNhW0Jf0aWvOPk3DaUUFT+ivxJwqBJQ8dMYEFrRp3EgamFziamWlI3UI7YfqrL1QKVtJb/9UJW7dwzx8tNWHN2HHIN2lLsDnANcpZS6XUSuAT6YlC8FngM8C7heRNoOTaSUuha4FmDz5s2qE198dKLMKZ0qe6fKDZ0r+4zIPVICoFgoHvFu6ThWDNdDBisBA1W9HJMG3BkcqVAPY7ArjQDx9VHr+qNjLQ9UAg5V/LZ3rVoCedemkLj9LuVsjl3exQtOWsn6JQW6cg4Fz264Ak/bFTybYiavl7hamY573o5y3wnsVErdnuS/jlbuO4H/VNrJxB0iEgPLgV1Adiq+PikzGAyGCamHET98aB/v/497ecGmFURKUfUjKn5IxY8aR9UPqQRRe2vpDcuaZrD4rMVNb8El153jjHUuy0oeSzNHV85pKOS8o+M25NOYDbbMK18yo5lUuSul9ojIDhE5WSn1CHARsAV4AngR8CMROQm9/HUA+CbwFRH5BPqF6ibgjpn6AAaDYW4Jo5hKECVKuFURV/2Qocz2/fTcN/AQfwhc/a0t/OB/iwzV9Dp4dtZ844N7OGV1N0VPxzNe3pXTM15Pm0sWE3v1vqJHX8Glt+jSV3DpKbgEtQo5x2JZX++Cs4Jpl3atZa4CvpxYymwF3gKUgX8WkQcAH3hzMot/UESuRz8AQuBdxlLGYJg/xLFqWJqU/ZCBSsBAxWegGjBQCeiv+IzUQwaGK1SDmACLqh9RrodUg0SB1/XMueJHU3K+VfJsuvMuz3SrOp9zOG1pD915l568Q3feoTvvEsaKX37GWpZ15Y7oMw6hd6EuVsUObSp3pdQ9wOYxqn59nPZXA1cfuVgGw+IgiGJGaiEjdT27HUkUaMPuO7NW3LT5bpa32IePY3vebKfzEzm+Skl3chZci668q2fPrvatsn6JTcF1KOWS9eNsOpllFxvrylph9+RduvJO0w/77nvgWvidl5wEp5wzszd5kWJ2qBoMs8jDe4Z4+d/931GN4VjSultzjN2bXTmHnGM315uTdebR688Fz6YvXdpILEqWFD3yrm12eXY4RrkbDLNId779jT/f/90LDlPeaShDg2EyzG+JwTCLrOsrcO6xSyZt96yNS9g7VGf/SI39w3UOln36E1O/ih8Sx1PdLmNYbJiZu8Ewy3zsNWfxNzc+kqyzJxYkib22H+mXkz/f1s+vf+H2CcfxHIuiZ9ObsRhJl1WeeUwfl5yxBs8x87fFilHuBsMsc8KKLj7zG4fHDVVKcbCsowHVgohaoHc+VoOIWhA1wrY1y2IqfshgNaA/sXh58kCZPYM1vnjLNt7LPSwpuizvyrGiO0df0aXkOdpXec5OfJbrfFdOb6ZxM25069Wq3t1ZkYbbXDtxqevYo9zuWrpuPtt9LzaMcjcY5gkiwvKuHMuP0PwvJYhi/ve+3ew4VGX/cJ39w3X2Ddd4dG+dcl1b5JTrITOxspMq+dH+1lMf6/rB4nA6T/InwJdu287OrQ/RlZR3J+euvH7g6AeP06h3zfuGtjHK3WBYYLi2xa88c/2EbZTStu7leki5HiUmmCFhGuEoVgyPlAmjGC9faERRSiMkRXE26lKzTveNiRrRl5qRkvxQf9MYqYccKuswd/c8NcB3ntjeEkh6InKORXfeaSj9wx8I+rBVSFfOZnlvmVLObumzWB4URrkbDIsQEWn4NVnWNXaboSH9DWJGTCF3F+Ba+MTrzuYTp7ycMNI+3NNvFcO1sPEtY6QeMjI6n2m3d7jGyP6QkXrESD2gFrS/qSrLV3/rOZx/wrJp/qBzh1HuBoNhznFsi96C9vMyGWmc1DBWictd7Yp3pBayd6jGroEqD+06xO6BGv21uLEsNZnSz7kLayZvlLvBYDgMP4wZqARUgoinK8JIPaTih1T9SCvVqOnbPEz8m6dLM34YN4JY63Y6SLYfNYNmry4/wv8D/vb7j3D7j5c02jTaNxS3GtU/bvtdQcmzKeb0btmNy0oUPZucY3P/rkGiWFENIgquzX+967mcsnrhbdQyyt1gWESks97/e+wA9+zo58Cwz8FynQMj+jxcC6nUo4ZJ5pGSvkh1bSs5mi9VXdvC0jF+8EOFlYOuZA3csURHMkpeyKZ9XVtb6Hi2pcdxBDcNip1EQCrmbFb15FnVnacgPjnHWtS7a41yNxjmgKcOVtg1UNVRfcIYf/Q5jCes86NmfX2MtukLTO1XRvuT8SP9cjPFtoRlJY9lXTmWd3lsXFakp+BS9LSliq1Cip7N8t5uijkdwDqfuDBw7ES5Olppe4nyTRX0pA67dvfCtfChS06BU86f9vs7NBRO+5idhlHuBsMM88gdN4Kzkm9fdzWVesBIzWfr/hEsFILCQkFylsYZhBgBbIkpidBrKT2ztRS2CI6lcCxwBOzkrPMK2wHbS9ICtihsC2zAthQlz2JDX6FxbVQMSkEQQ6BgJCYIAlAxrmPrOpW0y7ZX8Rhl6vA2o/NBZc5+HosFo9wNhmlGxTF3/93rOHfo+4AOU8aFN3Dp9o81Gx1pbGkFHIkD7eIyEBvEAhF97k/Ogj4jLfVWrHTadprlo9qMn7fAslvzo9usPhPWj+Vs1jAdGOVuMMwAqWKfL9y+6g1sOfG3EvNHK4kqZDe8ReZdq2EamXd02q+WsS1Z1OvWnYxR7gbDNCOWBX86COjNQocGBuHeezj4/n34YUi9HhCEAXU/xA98giAkCAP8ICQIAvwwIAxCgjAkDHVdGIZESToKQ8IoJAojoigkCgPCRjqpS444jPhr+9Pc/9hW/vKhLVP+LI4lhMk6/fd/9wI2reqe1ntlmDmMcjcYZhARaeyE1FGFjs61wJGg/uqfueIZG3n1Cy+mFjZ91jT814QR9Ywvm3qoz2mQ6S/cuhOAiz/5E6568Yn05F16Cg69SUi7jctKrOnNG78y8wyj3A2GBY4AjmWxpOS13SeOFbsP9DNUC8nlcnz65icA+IcfPj5un19/zjH85S+febTiGqaJtpS7iPQBnwfOQL/SeSvwO8DJSZM+YEAp9Yyk/YeAt6Ff/bxHKfXdaZTZYDBMA4/vG+FfbtnGwXKdwWrQPCoBw/VQG71MgU0rzZLNfKLdmfs1wI1KqdckQbKLSqnXp5Ui8rfAYJI+DXgDcDqwFrhJRE4yQbINhvnBz7cd4rWfuXXMuheetIKNy4r0FlxyVkxP3mHVkm56Ci69maPo2WYZZp4zqXIXkV7gAuAKAKWUD0locV0vwOuAFydFlwNfU0rVgSdF5HHgPGDs3yYgiqJGvMZOoJNkHU2nyt6pckNT9un8DLFSPLxnhJF6xIGyz/4RHamp4keU/YhKPaIS6PRX/ZD/+fl2PnL7dynXo8YL0rHYtDzPey48pkXenp5ipkVAVA8Yrk/bR5kROvX3ZTrlbmfmfhywH7hORM4G7gLeq5QqJ/UvAPYqpR5L8uuA2zL9dyZlLYjIlcCVABs2bDgy6Q2GRco/3Lyt8aJzLI5bVtBubj0bS4SV3TkuWbeCkmdT8GxKyVFM8iT6/vzjJw8BaOgM2lHuDnAOcJVS6nYRuQb4IPDHSf0bga9O9cJKqWuBawE2b96sOtGWthNlTulU2TtVbphe2X1lT1h/2Vnr+OVnrqWUc8h/yuJFJ6/ixZecc0TXMvd89pkOudvxcbkT2KmUSgM6fh2t7BERB3gV8O+Z9ruA7FR8fVJmMBimicn8jv/jjx7nJZ/4Ced/5IeM1CO+9cDTsySZYb4w6cxdKbVHRHaIyMlKqUeAi4B0N8RLgIeVUtnvh98EviIin0C/UN0E3DHNchsMi4J6GDFYCRioBgwkcVJ//Oh+7tzWz9KSR3/Fb8uqZUmxfTNIw8KgXWuZq4AvJ5YyW4G3JOVvYNSSjFLqQRG5Hv0ACIF3GUsZw2IljhW1JITc3qEaO/urPLZ3mG0HKzrEna9d7JYTX+llP6Lip6Hvxo4q5Npw4ablPOvYblaWXJZ3uSwv2vTmbLpyFl2eRckTujyLnA3yDxbPO2H5bH90wxzTlnJXSt0DHObhRyl1xTjtrwauPhrBDIb5wD07Bth+sMxQLWQosQM/bee/c8LALag4QsWJV0QVQZycE++HloqAGBsFL/57Bj5+Lr3EPAvF+RJji9JeG1FYorCJsUjOEiOewnZjBIUQIUppT5Eqhm1T/CD2kXoqM3QqZoeqwTAO5XrIL3/qZ4eVf8+7npOsSV4jJQ4UAcLk1dZ6u5/YcrEcD8vJaYVre42zOMlhe9huDtvxkvrUf28BvGLGu6MFVupx0W71xtjwxGiB5cBJL5/mu2OY7xjlbjCMQynn8JFXncm/3badQuJBURCG96+Devs2Ag56aaWkynrPdgQcoZ24f/m1eM98/eQNDYseo9wNhgl443nH8MbzjmktjL8L/kiyFBNBHDbPSVkUaQ+Pge/rjSkDsOtX/osoDBIvjwFRkHp3TPJhSBwFRFFIpVrnwV399I9UsYnxCPhD96tc8/Wb+NS/dzVE8RyLgmvrw9Mue9f25vn4a8+eki8Zw8LDKPfZZM/9cO/XmpFqIBO1JjV5UG3Wj9V2snpFIfB1metO8VpTlaWdz0Xb/YtRqNOJh8W0XgFxHBPFMSpWyS1QqLQ+iQykSM+0RAtSyT1TKiOripvtDpOnKatK5JaMLNLo02zbhYILvkTXf785WanREZfScRvpTJ2geIECHBr5tDZLGnZvsBo0yh56eohv3L2T33zB8RgWL0a5zyZ3fA7u/hfwEgdLjcg2aQNplmXrW9rKxG1b6jms3koVmGW3Of5Y15qs/khktZr3YYy2cRgRRDH76jGP7i2Tc22UAj+CSFmoZF07DVDXfGRkVWNTrTaVZGt+dH22ryQyS3JAM90os5J0Utf8jHB78YWHtU8Pq5G2kjONvI5JamHZDicc+zo+1r0+CbKhA23kHKsRdAP0c+iMdZ25eccwfRjlPpuoGLrXwu89NLuXVYowVkSxon9gkChWFEpdRLEiUoow0nVpmzCOW/PROOWxIm7k4zHaK8IkkHM9iglCRRC1BnPWeXVY0Ods+XAtYKg2KuBxAK/fvIG+ksvSokdf0SXv2tiWYItgW4JjC7allaNtSeZsZerHKLcE286Mk9QfqaOsoaEhuPtuXvr7/3bUP8tnHPUIhsWCUe5tEMeKEV+bwg3XQvYdGiSIFF6+ThhrJRRGqpEOojhRaqql/sW7Bjm2FvD3/7uFMNbR6MMoTvoejWIdVT9qvAn8RM0anmPh2RaeY+HaOoBFWuZmyrtyDrmSLkvLS55NtwtLSy7rl/eyojvHWev7sC3jldBgGI9Fq9yjWPHPP32S+3cNsravQLkeNmaIwzWtxIcT2+YRf+q+rcditTvECiviK3c8lSgvPVt0bD07dOzxZ5k512lzVpqUHzYr1eVhUMcSoatYaK2fwizXEmnIPG4fu/XaR+setumh0Cw3GAztsGiV+/7hOld/e/zlEc+2WL+0wAuPWcHxK7royTv05F268w4S+Xi20NvT1VDObqKYXTtV1onyzpTb//MdePxRtvze3NkcGyVpMCwOFq1yX92b50fvv5CfPX6A27Ye5KePH2Cg0rQ48KOYrfvL7DhU4Z7/91JKueatMgrSYDDMdxatcgc4bnmJ45aXuOjUlXz2x1t5dO8wd27vxw+b/jzOOWYJOacd55kGg8Ewf1jUyj3lx4/s54u3bGvkl3d5/Oqzj+VN5x/L8q7Zj1ZvMBgMR4tR7sCrzllPPYy5Y9sh7t0xwM7+Kn//g8f4+x88xnd/5wKOX1HCtc3s3WAwdA5GuaPN9N783I28+bkbAe2a9dl/9QMAXvZ3P8FzLM49ZgmXnLma155rQgIaDIb5j1HuY7CqJ88Df/YyHts7zNb9ZbY8PcRPHzvA/7vhQT75/Ue5/KxVPPe4Ps7a6LGqJ2eiwBsMhnmHUe7j0JVzeOYxS3jmMUt4dVL2822HeO1nbuWLt+3ki7ftBB4A4Ob3X8jG5aU5k9VgMBhGY5T7FHjWxqWs7c2ze7DWUn71tx9iTW+eUs6hK6cjzheTdFfOYVVPnjV9eYzhpMFgmC2Mcp8iP/vgi3lk534e21fm9h0j/PzJfrbsHuLn2w5RrocE0fhbWT/q7OCFdo2b73jqcDeyBoPBMI0Y5T5FRIS1vXnW9uZ55bnHNcqVUgzXQ3YPVHl07whbdg/x4O5BHtg1SH9mcxTAx2582Ch3g8Ewoxjl3ga1IGJnf5WnDpXZPVBj54EhDpZ9BuuK/SN19g/rox62BjP2HItjlhY599glHLO0xOa9S1h2yOOW37lojj6JwWBYLBjlPgnv/Le7uPHBPS2OwwToK7qs6smzvCvHxo0lVnTnWNGVY3m3x+qeAhuXF1nVncfKei68oQsGLfDsWf8cBoNhcSFqOtwdHq0QIvuB7XMtxxRZDhyYayGOkE6VvVPlhs6VvVPlhs6VfSpyH6uUWjFWxbxQ7p2IiNyplNo813IcCZ0qe6fKDZ0re6fKDZ0r+3TJbfbUGwwGwwLEKHeDwWBYgBjlfuRcO9cCHAWdKnunyg2dK3unyg2dK/u0yG3W3A0Gg2EBYmbuBoPBsAAxyt1gMBgWIEa5GwwGwwLEKHeDwWBYgBjl3gYi0isiHxWRh0XkkIgcFJGHkrK+uZZvPETEEZG3i8iNInJfcnxHRN4hIu5cyzcR5p4bDEeHsZZpAxH5LvBD4F+UUnuSstXAm4GLlFIvnUv5xkNEvgoMAP8C7EyK16PlXqqUev0ciTYp5p7PHSKyCliXZHcppfbOpTztIjok2nlkZAfuUB2g5Gbinhvl3gYi8ohS6uSp1s01IvKoUuqkqdbNB8w9n31E5BnAZ4BetGIE/WAaAH5bKXX33Eg2OSLyUuDTwGO0yn4iWvbvzZVsEzGT99x4hWyP7SLyAfQsci80nrRXADvmUrBJOCQirwW+oZSKAUTEAl4L9M+pZJNj7vns80Xg7Uqp27OFIvIc4Drg7LkQqk2uAV6ilNqWLRSR44BvA6fOhVBt8EVm6J6bNff2eD2wDPixiPSLyCHgZmAp8Lq5FGwS3gC8BtgrIo+KyGPAHuBVSd18ptPv+Z7knj9K59zz0mglA6CUug2Y70GCHZrLYFl2AfP5XceM3XMzc28DpVS/iFwHfB+4TSk1ktaJyMuBG+dMuAlIZjGvBxCRZUnxNUqpX58zodrnJOCvlFJ/ICJF4IPAOUldNHdiTcpu9Ezx88DdwMuB5wEPMrbymU98R0S+BXyJ5rejDcCbmKe/4xn+Gfi5iHyNVtnfAHxhzqSanBm752bNvQ1E5D3Au4CHgGcA71VK3ZDU3a2UOmeC7nOGiHxzjOIXo19UopT6pdmVqH1E5EHgbKVUKCLXAmXgG8BFSfmr5lTAcRCRL6MnTQVgED37+i+03KKUevMcijcpInIJcDmtLyW/qZT69txJ1R4ichrwSxwu+5a5k2pyZuqeG+XeBiJyP3C+UmpERDYCXwf+VSl1jYj8Qin1zLmVcGxE5G5gC3oWqdBBpL5KsjyglPrx3Ek3MSLykFLq1CTd8gAVkXuUUs+YM+EmQETuU0qdJSIO+o90rVIqSiw57lVKnTXHIhrmOSKyUim172jHMWvu7WGlSzHJUseFwCUi8gm0wpyvbAbuAj4MDCqlbgaqSqkfz2fFnvCAiLwlSd8rIpsBROQkIBi/25xjiYgHdANFtBUEQI75vfab3VvwUCftLQAQkR4R+YiI/KuIvHFU3afnSq7JEJGlow/gDhFZkqSPGKPc22NvYrIEQKLoX4EOh3XmXAk1GUqpWCn1SeAtwIdF5B/pnPcsvwm8UESeAE4DbhWRrcDnkrr5yheAh4F70A/V/xCRzwE/B742h3K1w/Voi54XKaWWKqWWAS9Cm+VdP5eCtcF16InWN4A3isg3RCSX1D1n7sSalAPoCVj2WId+X3Pn0QxslmXaQETWA2G6mWZU3fOUUj+bA7GmjIhcBjxPKfWHcy1Lu4hID3AciTVEJ2yoEZG1AEqp3cmM9yXAU0qpO+ZUsEno1L0FcPhSnYh8GLgUvQb//Xn8Xuz3gIuB31dK3Z+UPamUOu6oxzbK3WAwAIjI94CbGHtvwcVKqZfMoXgTIiIPAaenewuSsiuA3we6lFLHzpVsk5FMHj+Jtpb5E/S7meOPdlyzLGMwGFKyewsOjdpb8Nq5FKwN/gdtCdZAKfVF4PcAfy4Eahel1E6l1GvR9/r76Hc1R42ZuRsMhkkRkbcopa6bazmOhE6SXUQKwAlKqQeOVm6j3A0Gw6SIyFNKqWPmWo4joVNlP1q5O8VywmAwzDAict94VcCq2ZRlqnSq7DMpt1HuBoMhZRXwMg53cCbALbMvzpToVNlnTG6j3A0GQ8r/oi1L7hldISI3z7o0U6NTZZ8xuc2au8FgMCxAjCmkwWAwLECMcjcYDIYFiFHuBsMoRAe53i8iHx1VfrOIPCIi94rIz0Tk5Ez55rmR1mAYG6PcDYbDuRh4FHht4qo3y68ppc5GB8D+m1mXzGBoE6PcDYsWEfnjZCb+UxH5qoi8P6l6Izom51PA+eN0/wk6+LLBMC8xppCGRYmIPAt4NToAsYt2sXqXiOTRXhzfDvShFf1Y9savBO6fFWENhiPAzNwNi5XnATcopWpKqWG04ynQfvp/pJSqon2D/7KI2Jl+XxaRe5L+78dgmKeYmbvB0MobgeeLyLYkvwztbfD7Sf7XlFJHFUTBYJgNzMzdsFj5GfBKEcmLSBd6xl4EXgAco5TaqJTaiA6M/sbxhzEY5idm5m5YlCilfi4i3wTuA/ai188F+KFSqp5pegPwsUzINoOhIzDuBwyLFhHpUkqNiEgRbf1ypVLq7rmWy2CYDszM3bCYuVZETgPy6NByRrEbFgxm5m4wGAwLEPNC1WAwGBYgRrkbDAbDAsQod4PBYFiAGOVuMBgMCxCj3A0Gg2EB8v8B9ARWkbWyZygAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots()\n",
    "\n",
    "segment.plot(ax=ax)\n",
    "segment.block(cutoffs=80, function=np.mean).plot(ax=ax)\n",
    "plt.axvline(80, color='c', lw=1)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Instantiating a new curve\n",
    "\n",
    "Let's add a curve from a list of values (`data`) with depths (`basis`):"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {},
   "outputs": [],
   "source": [
    "from welly import Curve\n",
    "\n",
    "params = {'mnemonic': 'FOO', 'run':0, }\n",
    "data = [20, 30, 40, 20, 10, 0, 10]\n",
    "c = Curve(data, index=[2,3,4,5,6,7,8], **params)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:title={'center':'FOO'}>"
      ]
     },
     "execution_count": 48,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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LKvz7E4oshnFhYgrffsaOxZb6Om+JzAyjGLGYW2TNYhB2LPaJ9csLisXcIrIYxEwsdvfVSuYvshiCHYt9blsbWguMxdwishiAdQLuCFrqFuAvb/fnBNxciCwGsOvQO3jtzWF85c7OosRibhFZNGdyOoNv7jqG8JK6osVibhFZNOf/vvwmTicv4mv3FC8Wc4vIojGzY7HbO69SPRyRRWf+8XlvYjG3iCya0pcYxQ9ePo37bllZ9FjMLSKLptix2Jc9iMXcIrJoiB2L/eXt63BVfbXq4cwgsmiGHYsta6zGZ7euVT2c30Nk0Qw7Fvvq3Z2oWeBNLOYWkUUjxifT+NbT3sdibhFZNOLxPX14+/wEHrnnGk9jMbeILJowOxbbuLZZ9XDmRGTRhO88G8fktD+xmFtEFg049k4KP3ntLB64bbUvsZhbRBYNsGOxB7d3qB7KFRFZFLP7+AD29A7iC3e0+xaLuUVkUch0OoOvP3kUq5sX4k9vW6N6ODkRWRRix2J/7XMs5hb9RxhQfv/OYv7GYm6RyEwRj+0+icHRSXzv0/7HYm6RNYsC+kfG8b1sLHbjyibVw3GMyKKAb+06BkBdLOYWkcVnDp4dwS8OnsNnt6qLxdwisvjI78dihd9ZzG9EFh95+rAVi335zjDqqytVDydvRBafmJzO4BtPHUPHVXW4r2ul6uG4QmTxCTsWe6SIdxbzGzNHbRgjFyfxv54/gW0dLVrEYm4RWXzg0ed6cWFiCo/cq++1Kk4QWTzm1ODYTCx29dIG1cMpCJHFY7751FHtYjG3iCwe8kpfEk8ffhefj+oVi7lFZPGITMb6uPRljdX43Da9YjG3iCwe8cvf9uON/vN46C79YjG3iCweYN9Z7AOtjfjEev1iMbeILB7wvRezsdi9esZibhFZiszAhQn8n90n8eFrl2CTprGYW0SWIvNeLGbWtSpOEFmKyOxYbG2oTvVwio7IUkS+/uRR1FVVaB+LuUVkKRJ2LObnncX8RmQpAtPpDP7u36xY7IHb/LuzmN+ILEXgJz1nEX93FA/ffTWqKoJxAm4uRJYCsWOxW9Yswt3XmxGLuUVkKZDvxqxY7JF7rzUmFnOLyFIA/SPjeHzPKXx8/XKsNygWc4vIUgDf2nUMDOChuzpVD8UXRBaX/DYbi31uaxtWLFqoeji+ILK4gNn6YGNTYzG3iCwusGOxL33IzFjMLY4+coOI3gRwAUAawDQzd3k5KJ2ZSr8Xi91/i5mxmFvy+XyWDzLzoGcjMYQf738bp5MX8f3P3GJsLOYWTz7MJ51OI5VKzfw8+3uTeWtgCN/dcxq3tTXh5qVVRi+Xm7E7/V+DATxDRPuJaMdcExDRDiLqIaKeZDKZ90BM4Kljw7hwKY2v3NEW+BNwc+F0zbKVmfuJ6CoAzxLRMWbunj0BM+8EsBMAurq6uKHh/UHVXI+ZxP7+i2hrrsEtHctVD6Vo5PM3cbRmYeb+7H8HAPwcwK2uRmYw45Np9Jw5jy1rF6keijJyykJEtURUb38P4MMADnk9MN3YdyqJyTRjy7rFqoeiDCeboSUAfp7dRlcA+Bdm3uXpqDQkFk+gqqIMG1aavSkthJyyMHMfgBt9GIvWxOIJbFjViOrK4F6vkovSOlHgkrNDF9GXGCvp/RVAZHFEd28CAEQW1QMwgdjxBFqbatDWbNZHkRYbkSUHU+kM9p5MIhIOleSJuNmILDk4cHoYo5emEQ23qB6KckSWHMTiCZSXETa3iywiSw66exPYsGoRGkroupX5EFmuQOLCJRzqTyEimyAAIssVefGEdcgcDZv72bXFRGS5ArHjCTTXLsB1y0v3FP9sRJZ5yGQY3b2D2NbREqhPbyoEkWUeDp9LYWhsEtHOkOqhaIPIMg+x+AAAYFuHyGIjssxDLJ7A9a0NaKmrUj0UbRBZ5iA1MYUDZ0YQDctaZTYiyxzsPTGIdIblkPkyRJY5iMUTqKuqwE2rmlQPRStElstgZnTHB7GlvRmVJRaR5UL+NS7jZGIU/SPjsgmaA5HlMnYft07xy/tB70dkuYzu3kGsC9WWzGeu5IPIMouJqTT29SVlEzQPIsssXulL4tJ0RjZB8yCyzKI7PoiqirLA3c2jWIgss4jFB7BxbXNJh2RXQmTJ8tbwRZxMjCHSIZug+RBZsnTHrQ+1ul0uSZgXkSVLLD6A1qYarAvgfYKKhcgCKyR76UQSkXBLyYdkV0JkAfD6mZFsSCaboCshssDaBElIlhuRBdYlCTevapKQLAclL8vgqBWSySYoNyUvy55eCcmcUvKySEjmnJKWJZNh7JGQzDElLcvhcykkJSRzTEnLIiFZfpS0LN3xQQnJ8qBkZUlNTGH/mWE5ZM6DkpXFDskisglyTMnKEosPoq6qAjevLu3Pts2HkpTFCskSEpLlSUn+S9khWUT2V/KiJGWJZa+Kk/2V/ChRWRJYF6rFysUSkuVDyclih2SyCcqfkpNl36khXJrOyPkVF5ScLLHjCQnJXFJ6ssQHcGvbYgnJXFBSstghmWyC3FFSskhIVhglJUssPoDljdUSkrmkZGSZSmew90QS0U65I5lbSkaW18+M4IKEZAVRMrJISFY4JSNLd3xQQrICKQlZBkcv4Y3+87IJKpCSkMUOyeT9oMIoCVm644NYXLsA1y9vVD0Uowm8LJmMdVVcREKyggm8LHZIJpugwgm8LN3Z/RUJyQon8LLEjlt3JAvVS0hWKIGWxQ7J5Frb4hBoWfaeSGbvSCayFINAy2LfkUxCsuIQWFkkJCs+gf1XPJkYk5CsyARWllg8e4pfdm6LRqBlkZCsuARSFgnJvCGQskhI5g2BlEVCMm8IpCzdvQkJyTwgcLK8NXwRJwZGZRPkAYGTRUIy7wigLAkJyTwiULJYdyQblJDMIwIli4Rk3hIoWbrjCQnJPCRQssgdybzFkSxE1ERETxDRMSI6SkS3eT2wfJGQzHsqHE73KIBdzPyHRLQAgHbvzr3Ym/24UpHFM3LKQkSNACIA/gwAmHkSwOSVnpNOp5FKpWZ+nv29V/zm8DksqqnAqnrybH5+LIdfuFkWJ5uhNgAJAN8noteJ6HEiqr18IiLaQUQ9RNSTTCbzHkghZJjxUt8wblu7CGVyyOwZTjZDFQBuBvAFZt5HRI8CeBjAf509ETPvBLATALq6urih4f33HJzrsWJwqP88hi9O4UPXLfdsHrPxYx5+kc+yOFmzvAXgLWbel/35CVjyaIN9VZyEZN6SUxZmfgfAWSLqzD60HcART0eVJxKS+YPTo6EvAPjn7JFQH4DPeDek/EhNTOHAmWHsiKxVPZTA40gWZj4IoMvbobhj74kkpiUk8wXjz+BKSOYfRstih2Sb10lI5gdG/wvbIZncxNsfjJZFQjJ/MVqW7ngCayUk8w1jZZmYSuOVvqQcBfmIsbJISOY/xsrSHU9gQUUZNrZJSOYXxsoSiyewsW0xahZISOYXRsrSPzIuIZkCjJSlO3vILLL4i5GyxI5bIVn7VRKS+YlxskhIpg7jZDl41grJ5Kyt/xgnS+y4hGSqME+WbEjWWCMhmd8YJYsdkskmSA1GyWKHZHJJghqMkiUWT8gdyRRijCyZDGNPbwLb5I5kyjBGliNvpzA4OilnbRVijCwSkqnHKFmuWy4hmUqMkCU1MYUDp4dlE6QYI2SRkEwPjJClu1dCMh3QXhZmRuy4hGQ6oP2/voRk+qC9LN0SkmmD9rLEJCTTBq1lkZBML7SW5dVsSCYfV6oHWssSy4ZkmyQk0wLtZZGQTB+0lUVCMv3QVhYJyfRDW1kkJNMPLWWxQ7JIWEIyndBSFjskk02QXmgpi4RkeqKlLN29Cdy0UkIy3dBOlsHRS/jdW3JHMh3RThYJyfRFO1m6JSTTFq1kyWQY3RKSaYtWskhIpjdaySIhmd5oJ4uEZPqijSwSkumPNrJISKY/2sgiIZn+aCGLhGRmoMVfRkIyM9BCFgnJzEALWSQkMwPlskhIZg7KZZGQzByUyyIhmTloIYuEZGagVBYJycxCqSwSkpmFUlkkJDMLZbJISGYeymSRkMw8lMkiIZl5KJNFQjLzUCKLhGRmokQWCcnMRIksEpKZie+ySEhmLr7LIiGZufgui4Rk5qJEFgnJzMRXWS5ISGY0vsqy96QVkslVcWbiqyyxeDYkWyUhmYn4JsvskGxBhfIL9AQX+PZXe3NoHP0j47IJMhjfZHnp5DAAuSrOZPyTpW9YQjLD8UWWiak09p85L3mq4eSUhYg6iejgrK8UEX0pn5kcOJvCxHRG3mU2nIpcEzDzcQDrAYCIygH0A/h5PjN5qW8YC8pJQjLDyXcztB3ASWY+nc+T9vYNY8OqRgnJDCfnmuUy7gfwo1wTpdNppFIpAMDYpWmcHLyISFv9zGOmYvr4Z+NmWRyvWYhoAYCPAfjpPL/fQUQ9RNSTTCZnHl+4oBxL6ytxIjme9+AEvchnzfIRAAeY+d25fsnMOwHsBICuri5uaGiY+d229mb82+EEamrrAvExYLOXzXTyWZZ8/nJ/BAeboLnYvHYRxibTOHB62M3TBU1wJAsR1QK4E8C/upnJraubUFFGMxc+CWbiSBZmHmPmZmY+72Ym9dUVuLG1XmQxHN92IDavXYTD51JIXLjk1yyFIuObLFvWLQYA7OmVtYup+CbL1Utq0VK3QDZFBuObLGVE2NYRwp7eQWQy7NdshSLi60mPaDiEobFJHDrnaj9ZUIyvsmzraAGR9XEbgnn4KktzXRWuX96IbtnJNRLfz71HwyEcODOC8+NTfs9aKBD/ZekMIZ1h7D0x6PeshQLxXZb1K5tQX1UhmyID8V2WyvIybGlvQex4AsxyCG0SSq4XiHaGcO78BE4MjKqYveASJbLYoZmczTULJbK0NtWg/ao6kcUwlF22Fg2HsO/UEMYn06qGIOSJMlki4RAmpzPYdyqZe2JBC5TJsrFtMaoqymRTZBDKZKmuLMemtc0ii0EovdQ+Eg6hLzGGs0MXVQ5DcIhSWeyP35CzuWagVJZ1oVq0NtXIJQuGoFQWIkIkHMLek0lMpTMqhyI4QHkeGA2HMHppWgI0A1Auy+b2ZgnQDEG5LA3Vlbh51SKRxQCUywJY70JLgKY/esiSPYSWAE1vtJDl2mUNaK6VAE13tJClrMw6hJYATW+0kAWQAM0EtJFla4d1f2c5m6sv2sjSUleFD7RKgKYz2sgCSICmO1rJEglLgKYzWsly0yoJ0HRGK1kkQNMbrWQBrE2RBGh6oqEs2UNoOZurHdrJsmLRQgnQNEU7WQAg0iEBmo5oKUu0UwI0HdFSFgnQ9ERLWaory7FRAjTt0FIWwDr1LwGaXmgtCyABmk5oK4sEaPqhrSwSoOmHtrIAEqDphtaybG5vRrkEaNqgtSwN1ZXYsGqR7ORqgtayANbZ3EP9EqDpgPayRDokQNMF7WW5brkVoHXLfotytJfFDtC6JUBTjvayANYFURKgqccIWbZl91tkU6QWI2SxAzQ536IWI2QBrE3RgTMjSE1IgKYKY2SJhq+SAE0xxshiB2iyKVKHMbJUlpdhc3uzBGgKMUYWwNoUnTs/gZMJCdBUYJQsdoC2Wy6IUoJRsqxYtBDrQrWy36IIo2QBrE3Rq6eGMDElAZrfmCdLZwiXpjN4pU8CNL8xThYJ0NRhnCx2gCbvE/mPcbIA1oXcJyVA8x1DZbEOoeXaXH8xUpZ1oTq0NtXIpshnjJTFDtBeOiEBmp8YKQtgbYokQPMXY2XZ3N6C8jKS/RYfMVYWO0CT8y3+YawsgPXGogRo/mG0LNHwVQCAF0/I2sUPjJbFDtDkM1z8wWhZysoI2zpaJEDzCaNlAax3oYfGJnH4XEr1UAKP8bLYAVosPqB4JMHHeFla6qpwfWuDHEL7gCNZiOjLRHSYiA4R0Y+IqNrrgeWDfQc0CdC8JacsRNQK4IsAupj5egDlAO73emD5IAGaP1TkMV0NEU0BWAjg3JUmTqfTSKXe2+Gc/b0XrGsqQ11VOZ49dA6bV9V6Nh+vl8NP3CwLOQm2iOhBAF8HMA7gGWb+kzmm2QFgR/bHTgDHL5ukBUAQ/tcPynIAcy/LamYOzTVxTlmIaBGAnwG4D8AIgJ8CeIKZf5jPqIioh5m78nmOjgRlOYD8l8XJDu6HAJxi5gQzTwH4VwCb3Q5QMBcnspwBsImIFhIRAdgO4Ki3wxJ0JKcszLwPwBMADgB4I/ucnS7m5eY5OhKU5QDyXBZHO7iCAATgDK7gHyKL4BiRRXCM0zO4eUFEVwP4OIDW7EP9AH7FzHIUZTBFX7MQ0X8B8GMABODV7BcB+BERPVzs+XkJETUS0TeJ6BgRDRFRkoiOZh9rUj2+fCCiCiL6CyLaRUS/y349RUSfJ6JKR69R7KMhIooDuC57Am/24wsAHGbmjqLO0EOI6GkAzwP4J2Z+J/vYUgCfBrCdmT+scnz5QEQ/gnUG/p8AvJV9eAWsZVnMzPflfA0PZDkG4C5mPn3Z46thva/UWdQZeggRHZ9vvFf6nY4QUZyZw/n+bjZe7LN8CcBzRNQL4Gz2sVUA2gH8lQfz85LTRPRVWGuWdwGAiJYA+DO8t2ymMEREnwTwM2bOAAARlQH4JABHWacnJ+Wyg7gVv7+D+xozG/XZXtk3UR+GtbO+BAADeBfArwD8PTMPKRxeXhDRGgB/D+AOWHIQgEYALwB4mJlP5XwNOYN7ZbJHdisAvMLMo7Mev5uZd6kbmXuIqDn77aPM/CnHzxNZ5oeIvgjgP8F643Q9gAeZ+ZfZ3x1g5psVDi8viOhXczx8B6wdeDDzx3K9hifnWQLEnwPYwMyj2dX4E0S0hpkfhbUaN4kVAI4AeBzW5pQA3ALgfzp9ATmDe2XK7E0PM78J4HYAHyGib8M8WboA7AfwCIDzzLwbwDgzx5g55uQFRJYr8y4Rrbd/yIrzUViXI35A1aDcwMwZZv4OgM8AeISI/jfy3LLIPssVIKIVAKbtE3KX/W4LM7+kYFhFgYjuBbCFmb/m+Dkii+AU2QwJjhFZBMeILIJjRBbBMSKL4Jj/D0DKmP1VhoR8AAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 144x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "c.plot()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "---\n",
    "\n",
    "&copy; 2022 Agile Scientific, CC BY"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "welly",
   "language": "python",
   "name": "welly"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.7"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}
